From 4e02de55a6539d3b996cbb1da217207a9ebb7530 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Thu, 14 May 2026 04:07:01 +0800 Subject: [PATCH] =?UTF-8?q?=E5=88=9D=E5=A7=8B=E5=8C=96=E9=A1=B9=E7=9B=AE?= =?UTF-8?q?=EF=BC=8C=E7=94=B1ModelHub=20XC=E7=A4=BE=E5=8C=BA=E6=8F=90?= =?UTF-8?q?=E4=BE=9B=E6=A8=A1=E5=9E=8B?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Model: EldritchLabs/Kraken-12B-v0 Source: Original Platform --- .gitattributes | 38 + Kraken.png | 3 + README.md | 1338 +++++ chat_template.jinja | 2 + config.json | 26 + kraken_audit.png | 3 + mergekit_config.yml | 633 +++ model-00001-of-00005.safetensors | 3 + model-00002-of-00005.safetensors | 3 + model-00003-of-00005.safetensors | 3 + model-00004-of-00005.safetensors | 3 + model-00005-of-00005.safetensors | 3 + model.safetensors.index.json | 371 ++ special_tokens_map.json | 23 + tokenizer.json | 3 + tokenizer_config.json | 8143 ++++++++++++++++++++++++++++++ 16 files changed, 10598 insertions(+) create mode 100644 .gitattributes create mode 100644 Kraken.png create mode 100644 README.md create mode 100644 chat_template.jinja create mode 100644 config.json create mode 100644 kraken_audit.png create mode 100644 mergekit_config.yml create mode 100644 model-00001-of-00005.safetensors create mode 100644 model-00002-of-00005.safetensors create mode 100644 model-00003-of-00005.safetensors create mode 100644 model-00004-of-00005.safetensors create mode 100644 model-00005-of-00005.safetensors create mode 100644 model.safetensors.index.json create mode 100644 special_tokens_map.json create mode 100644 tokenizer.json create mode 100644 tokenizer_config.json diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..a4c8736 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,38 @@ +*.7z filter=lfs diff=lfs merge=lfs -text +*.arrow filter=lfs diff=lfs merge=lfs -text +*.bin filter=lfs diff=lfs merge=lfs -text +*.bz2 filter=lfs diff=lfs merge=lfs -text +*.ckpt filter=lfs diff=lfs merge=lfs -text +*.ftz filter=lfs diff=lfs merge=lfs -text +*.gz filter=lfs diff=lfs merge=lfs -text +*.h5 filter=lfs diff=lfs merge=lfs -text +*.joblib filter=lfs diff=lfs merge=lfs -text +*.lfs.* filter=lfs diff=lfs merge=lfs -text +*.mlmodel filter=lfs diff=lfs merge=lfs -text +*.model filter=lfs diff=lfs merge=lfs -text +*.msgpack filter=lfs diff=lfs merge=lfs -text +*.npy filter=lfs diff=lfs merge=lfs -text +*.npz filter=lfs diff=lfs merge=lfs -text +*.onnx filter=lfs diff=lfs merge=lfs -text +*.ot filter=lfs diff=lfs merge=lfs -text +*.parquet filter=lfs diff=lfs merge=lfs -text +*.pb filter=lfs diff=lfs merge=lfs -text +*.pickle filter=lfs diff=lfs merge=lfs -text +*.pkl filter=lfs diff=lfs merge=lfs -text +*.pt filter=lfs diff=lfs merge=lfs -text +*.pth filter=lfs diff=lfs merge=lfs -text +*.rar filter=lfs diff=lfs merge=lfs -text +*.safetensors filter=lfs diff=lfs merge=lfs -text +saved_model/**/* filter=lfs diff=lfs merge=lfs -text +*.tar.* filter=lfs diff=lfs merge=lfs -text +*.tar filter=lfs diff=lfs merge=lfs -text +*.tflite filter=lfs diff=lfs merge=lfs -text +*.tgz filter=lfs diff=lfs merge=lfs -text +*.wasm filter=lfs diff=lfs merge=lfs -text +*.xz filter=lfs diff=lfs merge=lfs -text +*.zip filter=lfs diff=lfs merge=lfs -text +*.zst filter=lfs diff=lfs merge=lfs -text +*tfevents* filter=lfs diff=lfs merge=lfs -text +kraken_audit.png filter=lfs diff=lfs merge=lfs -text +Kraken.png filter=lfs diff=lfs merge=lfs -text +tokenizer.json filter=lfs diff=lfs merge=lfs -text diff --git a/Kraken.png b/Kraken.png new file mode 100644 index 0000000..437d3e2 --- /dev/null +++ b/Kraken.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1e64454335f2fa7966c21e5613ead6caa425fe17a4b3e69b2bfdb6cf9942ddc7 +size 1651766 diff --git a/README.md b/README.md new file mode 100644 index 0000000..09b365f --- /dev/null +++ b/README.md @@ -0,0 +1,1338 @@ +--- +base_model: +- aixonlab/Aether-12b +- aixonlab/Zinakha-12b +- allura-org/Bigger-Body-12b +- allura-org/MN-12b-RP-Ink +- allura-org/remnant-mn-12b +- allura-org/Tlacuilo-12B +- anthracite-org/magnum-v2-12b +- anthracite-org/magnum-v2.5-12b-kto +- anthracite-org/magnum-v4-12b +- ArliAI/Mistral-Nemo-12B-ArliAI-RPMax-v1.2 +- axolotl-ai-co/romulus-mistral-nemo-12b-simpo +- Babsie/Opulus-12B-v3 +- BeaverAI/mistral-doryV2-12b +- cgato/Nemo-12b-Humanize-KTO-Experimental-Latest +- cgato/Nemo-12b-Humanize-SFT-v0.2.5-KTO +- ChaoticNeutrals/Mag-Mell-Reasoner-12B +- crestf411/nemo-sunfall-v0.6.1 +- dphn/dolphin-2.9.3-mistral-nemo-12b +- Elizezen/Himeyuri-v0.1-12B +- Epiculous/Azure_Dusk-v0.2 +- Epiculous/Crimson_Dawn-v0.2 +- EpistemeAI2/Fireball-Mistral-Nemo-12B-Philos +- EpistemeAI/Mistral-Nemo-Instruct-12B-Philosophy-Math +- Fizzarolli/MN-12b-Rosier-v1 +- flammenai/Flammades-Mistral-Nemo-12B +- flammenai/Mahou-1.3-mistral-nemo-12B +- flammenai/Mahou-1.5-mistral-nemo-12B +- GreenerPastures/Golden-Curry-12B +- Gryphe/Pantheon-RP-1.5-12b-Nemo +- Gryphe/Pantheon-RP-1.6.1-12b-Nemo +- HumanLLMs/Human-Like-Mistral-Nemo-Instruct-2407 +- IIEleven11/Kalypso +- intervitens/mini-magnum-12b-v1.1 +- IntervitensInc/Mistral-Nemo-Base-2407-chatml +- jtatman/mistral_nemo_12b_reasoning_psychology_lora +- KOOWEEYUS/BlackSheep-RP-12B +- Lambent/Arsenic-Shahrazad-12B-v2 +- Lambent/Arsenic-Shahrazad-12B-v3 +- Lambent/arsenic-nemo-unleashed-12B +- Lambent/Gilded-Arsenic-12B +- LatitudeGames/Muse-12B +- LatitudeGames/Wayfarer-12B +- LatitudeGames/Wayfarer-2-12B +- migtissera/Tess-3-Mistral-Nemo-12B +- mpasila/Mistral-freeLiPPA-LoRA-12B +- nbeerbower/Denker-mistral-nemo-12B +- nbeerbower/Lyra-Gutenberg-mistral-nemo-12B +- nbeerbower/Lyra4-Gutenberg-12B +- nbeerbower/Merlina-ORPO-12B +- nbeerbower/mistral-nemo-bophades-12B +- nbeerbower/mistral-nemo-cc-12B +- nbeerbower/mistral-nemo-gutenberg-12B-v2 +- nbeerbower/mistral-nemo-gutenberg-12B-v3 +- nbeerbower/mistral-nemo-gutenberg-12B-v4 +- nbeerbower/Mistral-Nemo-Gutenberg-Doppel-12B +- nbeerbower/Mistral-Nemo-Gutenberg-Doppel-12B-v2 +- nbeerbower/Mistral-Nemo-Gutenberg-Encore-12B +- nbeerbower/Mistral-Nemo-Gutenberg-Vitus-12B +- nbeerbower/mistral-nemo-kartoffel-12B +- nbeerbower/Mistral-Nemo-Prism-12B +- nbeerbower/mistral-nemo-wissenschaft-12B +- NeverSleepHistorical/lumi-nemo-e2.0 +- NeverSleep/Lumimaid-v0.2-12B +- nothingiisreal/Celeste-12B-V1.6 +- nothingiisreal/MN-12B-Celeste-V1.9 +- PocketDoc/Dans-DangerousWinds-V1.1.0-12b +- PocketDoc/Dans-PersonalityEngine-V1.1.0-12b +- PocketDoc/Dans-PersonalityEngine-V1.3.0-12b +- PocketDoc/Dans-SakuraKaze-V1.0.0-12b +- PygmalionAI/Eleusis-12B +- PygmalionAI/Pygmalion-3-12B +- rAIfle/Questionable-MN-bf16 +- ReadyArt/Dark-Nexus-12B-v2.0 +- ReadyArt/Forgotten-Safeword-12B-v4.0 +- ReadyArt/Omega-Darker_The-Final-Directive-12B +- romaingrx/red-teamer-mistral-nemo +- Sao10K/MN-12B-Lyra-v1 +- Sao10K/MN-12B-Lyra-v2a1 +- Sao10K/MN-12B-Lyra-v4 +- Sao10K/MN-BackyardAI-Party-12B-v1 +- schneewolflabs/A0l-12B +- shisa-ai/shisa-v2-mistral-nemo-12b +- shuttleai/shuttle-2.5-mini +- SicariusSicariiStuff/Angelic_Eclipse_12B +- SicariusSicariiStuff/Impish_Bloodmoon_12B +- SicariusSicariiStuff/Impish_Longtail_12B +- SicariusSicariiStuff/Impish_Nemo_12B +- SicariusSicariiStuff/Sweet_Dreams_12B +- sleepdeprived3/Christian-Bible-Expert-v2.0-12B +- SuperbEmphasis/MN-12b-RP-Ink-RP-Longform +- SuperbEmphasis/Omega-Darker_The-Final-Directive-Longform-Stage2-ERP-12B-v0.2 +- TheDrummer/Rivermind-12B-v1 +- TheDrummer/Rocinante-12B-v1 +- TheDrummer/Rocinante-X-12B-v1 +- Trappu/Nemo-Picaro-12B +- Undi95/LocalC-12B-e2.0 +- UsernameJustAnother/Nemo-12B-Marlin-v5 +- UsernameJustAnother/Nemo-12B-Marlin-v6 +- UsernameJustAnother/Nemo-12B-Marlin-v8 +- VAGOsolutions/SauerkrautLM-Nemo-12b-Instruct +language: +- en +library_name: transformers +license: apache-2.0 +tags: +- creative +- creative writing +- fiction writing +- plot generation +- sub-plot generation +- fiction writing +- story generation +- scene continue +- storytelling +- fiction story +- science fiction +- romance +- all genres +- story +- writing +- vivid prosing +- vivid writing +- fiction +- roleplaying +- float32 +- swearing +- rp +- horror +- della +- mistral +- nemo +- merge +- mergekit +widget: + - text: "Kraken-12B-v0" + output: + url: https://cdn-uploads.huggingface.co/production/uploads/68e840caa318194c44ec2a04/pUx0TDH4fpFLRsVWYiMB-.png +new_version: EldritchLabs/Kraken-Della-12B-v1 +--- + +> [!NOTE] +> ⚠️ Note: This model requires **ChatML** chat template. This version 0 is bugged and has early terminations, but is being released anyway for testing purposes. +> + + + + + + + + Kraken + + + +
+
+
+
+

+ 🦑‍ Kraken 12B v0 +

+
+
+ + Kraken + +
+
+
+

Overview

+
+
+ This is a merge of pre-trained language models created using mergekit. +

+ This is the largest Mistral Nemo 12B merge ever created. Kraken combines 100 Nemo finetunes, no merges included, using the della method. It was designed primarily for creativity and roleplay. +

+ Caveat: As a result of including so many models, there are early terminations, and you must use the ChatML chat template to reduce (but not eliminate) the risk of this. A version 1 is being released once this is patched entirely, but it might require the removal of perhaps half of the donors.

The model also has refusals but can be uncensored with jailbreaks or ablations if needed. +

Notes:
    +
  • Rivermind Lux was excluded due to having an infinite norm bug.
    • +
  • Models with norms higher than Pygmalion were removed due to being merges.
+
+
+ +
+
+
+

Merge Details

+
+
+ Merge Details
+ This model was merged using the DELLA merge method using IntervitensInc/Mistral-Nemo-Base-2407-chatml as a base.

+ This merge required the enable_fix_mistral_regex_true.md patch for tokenizer stability. This did not fix the early termination issues but seems to have reduced them.

+ The graph_v18.py patch was also helpful to use 8GB VRAM for acceleration, completing the merge in just 9 hours, in addition to 900GB pagefile.

+ Models Merged
+ The following models were included in the merge: + +
+
+ +
+
+
+

Configuration

+
+
+ The following YAML configuration was used to produce this model: + 
base_model: B:/12B/models--IntervitensInc--Mistral-Nemo-Base-2407-chatml
+models:
+#  - model: B:/12B/models--aixonlab--Aether-12b
+#  - model: B:/12B/models--aixonlab--Zinakha-12b
+#  - model: B:/12B/models--allura-org--Bigger-Body-12b
+#  - model: B:/12B/models--allura-org--MN-12b-RP-Ink
+#  - model: B:/12B/models--allura-org--remnant-mn-12b
+#  - model: B:/12B/models--allura-org--Tlacuilo-12B
+#  - model: B:/12B/models--anthracite-org--magnum-v2-12b
+#  - model: B:/12B/models--anthracite-org--magnum-v2.5-12b-kto
+#  - model: B:/12B/models--anthracite-org--magnum-v4-12b
+#  - model: B:/12B/models--ArliAI--Mistral-Nemo-12B-ArliAI-RPMax-v1.2
+#  - model: B:/12B/models--axolotl-ai-co--romulus-mistral-nemo-12b-simpo
+#  - model: B:/12B/models--Babsie--Opulus-12B-v3
+#  - model: B:/12B/models--BeaverAI--mistral-doryV2-12b
+#  - model: B:/12B/models--cgato--Nemo-12b-Humanize-KTO-Experimental-Latest
+#  - model: B:/12B/models--cgato--Nemo-12b-Humanize-SFT-v0.2.5-KTO
+#  - model: B:/12B/models--ChaoticNeutrals--Mag-Mell-Reasoner-12B
+#  - model: B:/12B/models--crestf411--nemo-sunfall-v0.6.1
+#  - model: B:/12B/models--dphn--dolphin-2.9.3-mistral-nemo-12b
+#  - model: B:/12B/models--Elizezen--Himeyuri-v0.1-12B
+#  - model: B:/12B/models--Epiculous--Azure_Dusk-v0.2
+#  - model: B:/12B/models--Epiculous--Crimson_Dawn-v0.2
+#  - model: B:/12B/models--EpistemeAI2--Fireball-Mistral-Nemo-12B-Philos
+#  - model: B:/12B/models--EpistemeAI--Mistral-Nemo-Instruct-12B-Philosophy-Math
+#  - model: B:/12B/models--Fizzarolli--MN-12b-Rosier-v1
+#  - model: B:/12B/models--flammenai--Flammades-Mistral-Nemo-12B
+#  - model: B:/12B/models--flammenai--Mahou-1.3-mistral-nemo-12B
+#  - model: B:/12B/models--flammenai--Mahou-1.5-mistral-nemo-12B
+#  - model: B:/12B/models--GreenerPastures--Golden-Curry-12B
+#  - model: B:/12B/models--Gryphe--Pantheon-RP-1.5-12b-Nemo
+#  - model: B:/12B/models--Gryphe--Pantheon-RP-1.6.1-12b-Nemo
+#  - model: B:/12B/models--HumanLLMs--Human-Like-Mistral-Nemo-Instruct-2407
+#  - model: B:/12B/models--IIEleven11--Kalypso
+#  - model: B:/12B/models--intervitens--mini-magnum-12b-v1.1
+#  - model: B:/12B/models--IntervitensInc--Mistral-Nemo-Base-2407-chatml
+#  - model: B:/12B/models--jtatman--mistral_nemo_12b_reasoning_psychology_lora
+#  - model: B:/12B/models--KOOWEEYUS--BlackSheep-RP-12B
+#  - model: B:/12B/models--Lambent--Arsenic-Shahrazad-12B-v2
+#  - model: B:/12B/models--Lambent--Arsenic-Shahrazad-12B-v3
+#  - model: B:/12B/models--Lambent--arsenic-nemo-unleashed-12B
+#  - model: B:/12B/models--Lambent--Gilded-Arsenic-12B
+#  - model: B:/12B/models--LatitudeGames--Muse-12B
+#  - model: B:/12B/models--LatitudeGames--Wayfarer-12B
+#  - model: B:/12B/models--LatitudeGames--Wayfarer-2-12B
+#  - model: B:/12B/models--migtissera--Tess-3-Mistral-Nemo-12B
+# # - model: B:/12B/models--mistralai--Mistral-Nemo-Instruct-2407
+#  - model: B:/12B/models--mpasila--Mistral-freeLiPPA-LoRA-12B
+#  - model: B:/12B/models--nbeerbower--Denker-mistral-nemo-12B
+#  - model: B:/12B/models--nbeerbower--Lyra-Gutenberg-mistral-nemo-12B
+#  - model: B:/12B/models--nbeerbower--Lyra4-Gutenberg-12B
+#  - model: B:/12B/models--nbeerbower--Merlina-ORPO-12B
+#  - model: B:/12B/models--nbeerbower--mistral-nemo-bophades-12B
+#  - model: B:/12B/models--nbeerbower--mistral-nemo-cc-12B
+#  - model: B:/12B/models--nbeerbower--mistral-nemo-gutenberg-12B-v2
+#  - model: B:/12B/models--nbeerbower--mistral-nemo-gutenberg-12B-v3
+#  - model: B:/12B/models--nbeerbower--mistral-nemo-gutenberg-12B-v4
+#  - model: B:/12B/models--nbeerbower--Mistral-Nemo-Gutenberg-Doppel-12B
+#  - model: B:/12B/models--nbeerbower--Mistral-Nemo-Gutenberg-Doppel-12B-v2
+#  - model: B:/12B/models--nbeerbower--Mistral-Nemo-Gutenberg-Encore-12B
+#  - model: B:/12B/models--nbeerbower--Mistral-Nemo-Gutenberg-Vitus-12B
+#  - model: B:/12B/models--nbeerbower--mistral-nemo-kartoffel-12B
+#  - model: B:/12B/models--nbeerbower--Mistral-Nemo-Prism-12B
+#  - model: B:/12B/models--nbeerbower--mistral-nemo-wissenschaft-12B
+#  - model: B:/12B/models--NeverSleepHistorical--lumi-nemo-e2.0
+#  - model: B:/12B/models--NeverSleep--Lumimaid-v0.2-12B
+#  - model: B:/12B/models--nothingiisreal--Celeste-12B-V1.6
+#  - model: B:/12B/models--nothingiisreal--MN-12B-Celeste-V1.9
+# # - model: B:/12B/models--p-e-w--Mistral-Nemo-Instruct-2407-heretic-noslop
+#  - model: B:/12B/models--PocketDoc--Dans-DangerousWinds-V1.1.0-12b
+#  - model: B:/12B/models--PocketDoc--Dans-PersonalityEngine-V1.1.0-12b
+#  - model: B:/12B/models--PocketDoc--Dans-PersonalityEngine-V1.3.0-12b
+#  - model: B:/12B/models--PocketDoc--Dans-SakuraKaze-V1.0.0-12b
+#  - model: B:/12B/models--PygmalionAI--Eleusis-12B
+#  - model: B:/12B/models--PygmalionAI--Pygmalion-3-12B
+#  - model: B:/12B/models--rAIfle--Questionable-MN-bf16
+#  - model: B:/12B/models--ReadyArt--Dark-Nexus-12B-v2.0
+#  - model: B:/12B/models--ReadyArt--Forgotten-Safeword-12B-v4.0
+#  - model: B:/12B/models--ReadyArt--Omega-Darker_The-Final-Directive-12B
+#  - model: B:/12B/models--romaingrx--red-teamer-mistral-nemo
+#  - model: B:/12B/models--Sao10K--MN-12B-Lyra-v1
+#  - model: B:/12B/models--Sao10K--MN-12B-Lyra-v2a1
+#  - model: B:/12B/models--Sao10K--MN-12B-Lyra-v4
+#  - model: B:/12B/models--Sao10K--MN-BackyardAI-Party-12B-v1
+#  - model: B:/12B/models--schneewolflabs--A0l-12B
+#  - model: B:/12B/models--shisa-ai--shisa-v2-mistral-nemo-12b
+#  - model: B:/12B/models--shuttleai--shuttle-2.5-mini
+#  - model: B:/12B/models--SicariusSicariiStuff--Angelic_Eclipse_12B
+#  - model: B:/12B/models--SicariusSicariiStuff--Impish_Bloodmoon_12B
+#  - model: B:/12B/models--SicariusSicariiStuff--Impish_Longtail_12B
+#  - model: B:/12B/models--SicariusSicariiStuff--Impish_Nemo_12B
+#  - model: B:/12B/models--SicariusSicariiStuff--Sweet_Dreams_12B
+#  - model: B:/12B/models--sleepdeprived3--Christian-Bible-Expert-v2.0-12B
+#  - model: B:/12B/models--SuperbEmphasis--MN-12b-RP-Ink-RP-Longform
+#  - model: B:/12B/models--SuperbEmphasis--Omega-Darker_The-Final-Directive-Longform-Stage2-ERP-12B-v0.2
+#  - model: B:/12B/models--TheDrummer--Rivermind-12B-v1
+#  - model: B:/12B/models--TheDrummer--Rocinante-12B-v1
+#  - model: B:/12B/models--TheDrummer--Rocinante-X-12B-v1
+#  - model: B:/12B/models--Trappu--Nemo-Picaro-12B
+#  - model: B:/12B/models--Undi95--LocalC-12B-e2.0
+#  - model: B:/12B/models--UsernameJustAnother--Nemo-12B-Marlin-v5
+#  - model: B:/12B/models--UsernameJustAnother--Nemo-12B-Marlin-v6
+#  - model: B:/12B/models--UsernameJustAnother--Nemo-12B-Marlin-v8
+#  - model: B:/12B/models--VAGOsolutions--SauerkrautLM-Nemo-12b-Instruct
+  - model: B:/12B/models--aixonlab--Aether-12b
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--aixonlab--Zinakha-12b
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--allura-org--Bigger-Body-12b
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--allura-org--MN-12b-RP-Ink
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--allura-org--remnant-mn-12b
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--allura-org--Tlacuilo-12B
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--anthracite-org--magnum-v2-12b
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--anthracite-org--magnum-v2.5-12b-kto
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--anthracite-org--magnum-v4-12b
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--ArliAI--Mistral-Nemo-12B-ArliAI-RPMax-v1.2
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--axolotl-ai-co--romulus-mistral-nemo-12b-simpo
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--Babsie--Opulus-12B-v3
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--BeaverAI--mistral-doryV2-12b
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--cgato--Nemo-12b-Humanize-KTO-Experimental-Latest
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--cgato--Nemo-12b-Humanize-SFT-v0.2.5-KTO
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--ChaoticNeutrals--Mag-Mell-Reasoner-12B
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--crestf411--nemo-sunfall-v0.6.1
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--dphn--dolphin-2.9.3-mistral-nemo-12b
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--Elizezen--Himeyuri-v0.1-12B
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--Epiculous--Azure_Dusk-v0.2
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--Epiculous--Crimson_Dawn-v0.2
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--EpistemeAI2--Fireball-Mistral-Nemo-12B-Philos
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--EpistemeAI--Mistral-Nemo-Instruct-12B-Philosophy-Math
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--Fizzarolli--MN-12b-Rosier-v1
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--flammenai--Flammades-Mistral-Nemo-12B
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--flammenai--Mahou-1.3-mistral-nemo-12B
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--flammenai--Mahou-1.5-mistral-nemo-12B
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--GreenerPastures--Golden-Curry-12B
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--Gryphe--Pantheon-RP-1.5-12b-Nemo
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--Gryphe--Pantheon-RP-1.6.1-12b-Nemo
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--HumanLLMs--Human-Like-Mistral-Nemo-Instruct-2407
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--IIEleven11--Kalypso
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--intervitens--mini-magnum-12b-v1.1
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--IntervitensInc--Mistral-Nemo-Base-2407-chatml
+  - model: B:/12B/models--jtatman--mistral_nemo_12b_reasoning_psychology_lora
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--KOOWEEYUS--BlackSheep-RP-12B
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--Lambent--Arsenic-Shahrazad-12B-v2
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--Lambent--Arsenic-Shahrazad-12B-v3
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--Lambent--arsenic-nemo-unleashed-12B
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--Lambent--Gilded-Arsenic-12B
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--LatitudeGames--Muse-12B
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--LatitudeGames--Wayfarer-12B
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--LatitudeGames--Wayfarer-2-12B
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--migtissera--Tess-3-Mistral-Nemo-12B
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+# - model: B:/12B/models--mistralai--Mistral-Nemo-Instruct-2407
+  - model: B:/12B/models--mpasila--Mistral-freeLiPPA-LoRA-12B
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--nbeerbower--Denker-mistral-nemo-12B
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--nbeerbower--Lyra-Gutenberg-mistral-nemo-12B
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--nbeerbower--Lyra4-Gutenberg-12B
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--nbeerbower--Merlina-ORPO-12B
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--nbeerbower--mistral-nemo-bophades-12B
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--nbeerbower--mistral-nemo-cc-12B
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--nbeerbower--mistral-nemo-gutenberg-12B-v2
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--nbeerbower--mistral-nemo-gutenberg-12B-v3
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--nbeerbower--mistral-nemo-gutenberg-12B-v4
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--nbeerbower--Mistral-Nemo-Gutenberg-Doppel-12B
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--nbeerbower--Mistral-Nemo-Gutenberg-Doppel-12B-v2
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--nbeerbower--Mistral-Nemo-Gutenberg-Encore-12B
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--nbeerbower--Mistral-Nemo-Gutenberg-Vitus-12B
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--nbeerbower--mistral-nemo-kartoffel-12B
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--nbeerbower--Mistral-Nemo-Prism-12B
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--nbeerbower--mistral-nemo-wissenschaft-12B
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--NeverSleepHistorical--lumi-nemo-e2.0
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--NeverSleep--Lumimaid-v0.2-12B
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--nothingiisreal--Celeste-12B-V1.6
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--nothingiisreal--MN-12B-Celeste-V1.9
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+# - model: B:/12B/models--p-e-w--Mistral-Nemo-Instruct-2407-heretic-noslop
+  - model: B:/12B/models--PocketDoc--Dans-DangerousWinds-V1.1.0-12b
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--PocketDoc--Dans-PersonalityEngine-V1.1.0-12b
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--PocketDoc--Dans-PersonalityEngine-V1.3.0-12b
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--PocketDoc--Dans-SakuraKaze-V1.0.0-12b
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--PygmalionAI--Eleusis-12B
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--PygmalionAI--Pygmalion-3-12B
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--rAIfle--Questionable-MN-bf16
+    parameters:
+      density: 0.9
+      weight: 0.005 # -400%
+      epsilon: 0.099
+  - model: B:/12B/models--ReadyArt--Dark-Nexus-12B-v2.0
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--ReadyArt--Forgotten-Safeword-12B-v4.0
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--ReadyArt--Omega-Darker_The-Final-Directive-12B
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--romaingrx--red-teamer-mistral-nemo
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--Sao10K--MN-12B-Lyra-v1
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--Sao10K--MN-12B-Lyra-v2a1
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--Sao10K--MN-12B-Lyra-v4
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--Sao10K--MN-BackyardAI-Party-12B-v1
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--schneewolflabs--A0l-12B
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--shisa-ai--shisa-v2-mistral-nemo-12b
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--shuttleai--shuttle-2.5-mini
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--SicariusSicariiStuff--Angelic_Eclipse_12B
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--SicariusSicariiStuff--Impish_Bloodmoon_12B
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--SicariusSicariiStuff--Impish_Longtail_12B
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--SicariusSicariiStuff--Impish_Nemo_12B
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--SicariusSicariiStuff--Sweet_Dreams_12B
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--sleepdeprived3--Christian-Bible-Expert-v2.0-12B
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--SuperbEmphasis--MN-12b-RP-Ink-RP-Longform
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--SuperbEmphasis--Omega-Darker_The-Final-Directive-Longform-Stage2-ERP-12B-v0.2
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--TheDrummer--Rivermind-12B-v1
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--TheDrummer--Rocinante-12B-v1
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--TheDrummer--Rocinante-X-12B-v1
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--Trappu--Nemo-Picaro-12B
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--Undi95--LocalC-12B-e2.0
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--UsernameJustAnother--Nemo-12B-Marlin-v5
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--UsernameJustAnother--Nemo-12B-Marlin-v6
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--UsernameJustAnother--Nemo-12B-Marlin-v8
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+  - model: B:/12B/models--VAGOsolutions--SauerkrautLM-Nemo-12b-Instruct
+    parameters:
+      density: 0.9
+      weight: 0.02
+      epsilon: 0.099
+merge_method: della
+parameters:
+  lambda: 1.0
+  normalize: false
+  int8_mask: false
+dtype: float32
+out_dtype: bfloat16
+tokenizer:  
+  source: "union"  
+  tokens:  
+    # Force ChatML EOS tokens  
+    "<|im_start|>":  
+      source: "B:/12B/models--SicariusSicariiStuff--Impish_Nemo_12B"  
+      force: true  
+    "<|im_end|>":  
+      source: "B:/12B/models--SicariusSicariiStuff--Impish_Nemo_12B"  
+      force: true  
+    # Keep Mistral tokens  
+    "[INST]":  
+      source: "B:/12B/models--ArliAI--Mistral-Nemo-12B-ArliAI-RPMax-v1.2"  
+     #  source: "B:/12B/models--mistralai--Mistral-Nemo-Instruct-2407"    
+     # The tokenizer system requires all models referenced in token configurations to be present in the merge's model list to build proper embedding permutations. 
+    "[/INST]":  
+      source: "B:/12B/models--ArliAI--Mistral-Nemo-12B-ArliAI-RPMax-v1.2"  
+    # Force  as fallback EOS  
+    "":  
+      source: "B:/12B/models--ArliAI--Mistral-Nemo-12B-ArliAI-RPMax-v1.2"  
+      force: true
+chat_template: "chatml"
+name: 🦑‍ Kraken-12B-v0
+# --copy-tokenizer --allow-crimes --out-shard-size 5B --trust-remote-code --lazy-unpickle --random-seed 420 --cuda --fix-mistral-regex
+
+
+ +
+
+
+

Audits

+
+
+
+ + + +

Magnitude Analysis & Data Points

+ 
ID    | Status     | Delta Norm   | Orig Size    | Model Name
+----------------------------------------------------------------------------------------------------
+#1    | OK         | 5.6771       | 74448896     | models--aixonlab--Aether-12b
+#2    | OK         | 5.8723       | 74448896     | models--aixonlab--Zinakha-12b
+#3    | OK         | 5.2058       | 74448896     | models--allura-org--Bigger-Body-12b
+#4    | OK         | 5.4643       | 74448896     | models--allura-org--MN-12b-RP-Ink
+#5    | OK         | 5.2060       | 74449920     | models--allura-org--remnant-mn-12b
+#6    | OK         | 1.9517       | 74449920     | models--allura-org--Tlacuilo-12B
+#7    | OK         | 1.0390       | 74448896     | models--anthracite-org--magnum-v2-12b
+#8    | OK         | 1.0390       | 74448896     | models--anthracite-org--magnum-v2.5-12b-kto
+#9    | OK         | 5.6574       | 74448896     | models--anthracite-org--magnum-v4-12b
+#10   | OK         | 5.2590       | 74448896     | models--ArliAI--Mistral-Nemo-12B-ArliAI-RPMax-v1.2
+#11   | OK         | 3.3112       | 74448896     | models--axolotl-ai-co--romulus-mistral-nemo-12b-simpo
+#12   | OK         | 6.6451       | 74448896     | models--Babsie--Opulus-12B-v3
+#13   | OK         | 0.1505       | 74448896     | models--BeaverAI--mistral-doryV2-12b
+#14   | OK         | 1.2048       | 74450944     | models--cgato--Nemo-12b-Humanize-KTO-Experimental-Latest
+#15   | OK         | 5.6528       | 74448896     | models--cgato--Nemo-12b-Humanize-SFT-v0.2.5-KTO
+#16   | OK         | 8.8050       | 74448896     | models--ChaoticNeutrals--Mag-Mell-Reasoner-12B
+#17   | OK         | 5.2159       | 74448896     | models--crestf411--nemo-sunfall-v0.6.1
+#18   | OK         | 1.8106       | 74449920     | models--dphn--dolphin-2.9.3-mistral-nemo-12b
+#19   | OK         | 1.0175       | 74448896     | models--Elizezen--Himeyuri-v0.1-12B
+#20   | OK         | 6.7114       | 74448896     | models--Epiculous--Azure_Dusk-v0.2
+#21   | OK         | 3.3770       | 74448896     | models--Epiculous--Crimson_Dawn-v0.2
+#22   | OK         | 2.3551       | 74448896     | models--EpistemeAI2--Fireball-Mistral-Nemo-12B-Philos
+#23   | OK         | 5.7042       | 74448896     | models--EpistemeAI--Mistral-Nemo-Instruct-12B-Philosophy-Math
+#24   | OK         | 0.1171       | 74448896     | models--Fizzarolli--MN-12b-Rosier-v1
+#25   | OK         | 3.3113       | 74448896     | models--flammenai--Flammades-Mistral-Nemo-12B
+#26   | OK         | 5.2062       | 74448896     | models--flammenai--Mahou-1.3-mistral-nemo-12B
+#27   | OK         | 3.3113       | 74448896     | models--flammenai--Mahou-1.5-mistral-nemo-12B
+#28   | OK         | 5.8125       | 74448896     | models--GreenerPastures--Golden-Curry-12B
+#29   | OK         | 4.9542       | 74448896     | models--Gryphe--Pantheon-RP-1.5-12b-Nemo
+#30   | OK         | 5.6554       | 74448896     | models--Gryphe--Pantheon-RP-1.6.1-12b-Nemo
+#31   | OK         | 5.2063       | 74448896     | models--HumanLLMs--Human-Like-Mistral-Nemo-Instruct-2407
+#32   | OK         | 5.7243       | 74448896     | models--IIEleven11--Kalypso
+#33   | OK         | 0.9360       | 74449408     | models--intervitens--mini-magnum-12b-v1.1
+#34   | OK         | 0.0000       | 74448896     | models--IntervitensInc--Mistral-Nemo-Base-2407-chatml
+#35   | OK         | 5.6078       | 74448896     | models--jtatman--mistral_nemo_12b_reasoning_psychology_lora
+#36   | OK         | 2.7004       | 74448896     | models--KOOWEEYUS--BlackSheep-RP-12B
+#37   | OK         | 3.0763       | 74448896     | models--Lambent--Arsenic-Shahrazad-12B-v2
+#38   | OK         | 3.0763       | 74448896     | models--Lambent--Arsenic-Shahrazad-12B-v3
+#39   | OK         | 3.0763       | 74448896     | models--Lambent--arsenic-nemo-unleashed-12B
+#40   | OK         | 3.0764       | 74448896     | models--Lambent--Gilded-Arsenic-12B
+#41   | OK         | 1.9517       | 74449920     | models--LatitudeGames--Muse-12B
+#42   | OK         | 3.9204       | 74449920     | models--LatitudeGames--Wayfarer-12B
+#43   | OK         | 2.3079       | 74449920     | models--LatitudeGames--Wayfarer-2-12B
+#44   | OK         | 0.5651       | 74450432     | models--migtissera--Tess-3-Mistral-Nemo-12B
+#45   | OK         | 5.3337       | 74448896     | models--mpasila--Mistral-freeLiPPA-LoRA-12B
+#46   | OK         | 3.3340       | 74448896     | models--nbeerbower--Denker-mistral-nemo-12B
+#47   | OK         | 2.8108       | 74448896     | models--nbeerbower--Lyra-Gutenberg-mistral-nemo-12B
+#48   | OK         | 5.2025       | 74448896     | models--nbeerbower--Lyra4-Gutenberg-12B
+#49   | OK         | 3.3363       | 74448896     | models--nbeerbower--Merlina-ORPO-12B
+#50   | OK         | 5.2063       | 74448896     | models--nbeerbower--mistral-nemo-bophades-12B
+#51   | OK         | 0.9367       | 74450432     | models--nbeerbower--mistral-nemo-cc-12B
+#52   | OK         | 0.9361       | 74449408     | models--nbeerbower--mistral-nemo-gutenberg-12B-v2
+#53   | OK         | 5.8718       | 74448896     | models--nbeerbower--mistral-nemo-gutenberg-12B-v3
+#54   | OK         | 5.8718       | 74448896     | models--nbeerbower--mistral-nemo-gutenberg-12B-v4
+#55   | OK         | 5.2061       | 74448896     | models--nbeerbower--Mistral-Nemo-Gutenberg-Doppel-12B
+#56   | OK         | 3.3112       | 74448896     | models--nbeerbower--Mistral-Nemo-Gutenberg-Doppel-12B-v2
+#57   | OK         | 5.2062       | 74448896     | models--nbeerbower--Mistral-Nemo-Gutenberg-Encore-12B
+#58   | OK         | 5.2063       | 74448896     | models--nbeerbower--Mistral-Nemo-Gutenberg-Vitus-12B
+#59   | OK         | 3.3338       | 74448896     | models--nbeerbower--mistral-nemo-kartoffel-12B
+#60   | OK         | 3.3338       | 74448896     | models--nbeerbower--Mistral-Nemo-Prism-12B
+#61   | OK         | 5.2062       | 74448896     | models--nbeerbower--mistral-nemo-wissenschaft-12B
+#62   | OK         | 0.9464       | 74449408     | models--NeverSleepHistorical--lumi-nemo-e2.0
+#63   | OK         | 0.9745       | 74449408     | models--NeverSleep--Lumimaid-v0.2-12B
+#64   | OK         | 5.2061       | 74448896     | models--nothingiisreal--Celeste-12B-V1.6
+#65   | OK         | 6.7418       | 74448896     | models--nothingiisreal--MN-12B-Celeste-V1.9
+#66   | OK         | 2.0064       | 74448896     | models--PocketDoc--Dans-DangerousWinds-V1.1.0-12b
+#67   | OK         | 2.2097       | 74448896     | models--PocketDoc--Dans-PersonalityEngine-V1.1.0-12b
+#68   | OK         | 6.3991       | 74448896     | models--PocketDoc--Dans-PersonalityEngine-V1.3.0-12b
+#69   | OK         | 2.8414       | 74448896     | models--PocketDoc--Dans-SakuraKaze-V1.0.0-12b
+#70   | OK         | 4.5633       | 74448896     | models--PygmalionAI--Eleusis-12B
+#71   | HIGH MAG   | 26.7912      | 74448896     | models--PygmalionAI--Pygmalion-3-12B
+#72   | HIGH MAG   | 12.9483      | 74448896     | models--rAIfle--Questionable-MN-bf16
+#73   | OK         | 6.0999       | 74448896     | models--ReadyArt--Dark-Nexus-12B-v2.0
+#74   | OK         | 6.0997       | 74448896     | models--ReadyArt--Forgotten-Safeword-12B-v4.0
+#75   | OK         | 5.2061       | 74448896     | models--ReadyArt--Omega-Darker_The-Final-Directive-12B
+#76   | OK         | 5.2061       | 74448896     | models--romaingrx--red-teamer-mistral-nemo
+#77   | OK         | 2.8108       | 74448896     | models--Sao10K--MN-12B-Lyra-v1
+#78   | OK         | 2.7925       | 74448896     | models--Sao10K--MN-12B-Lyra-v2a1
+#79   | OK         | 5.2024       | 74448896     | models--Sao10K--MN-12B-Lyra-v4
+#80   | OK         | 5.8457       | 74448896     | models--Sao10K--MN-BackyardAI-Party-12B-v1
+#81   | OK         | 3.3363       | 74448896     | models--schneewolflabs--A0l-12B
+#82   | OK         | 5.8740       | 74448896     | models--shisa-ai--shisa-v2-mistral-nemo-12b
+#83   | OK         | 1.4593       | 74449920     | models--shuttleai--shuttle-2.5-mini
+#84   | HIGH MAG   | 10.1439      | 74449920     | models--SicariusSicariiStuff--Angelic_Eclipse_12B
+#85   | HIGH MAG   | 10.1456      | 74449920     | models--SicariusSicariiStuff--Impish_Bloodmoon_12B
+#86   | OK         | 3.5326       | 74448896     | models--SicariusSicariiStuff--Impish_Longtail_12B
+#87   | OK         | 4.5888       | 74448896     | models--SicariusSicariiStuff--Impish_Nemo_12B
+#88   | OK         | 7.5975       | 74448896     | models--SicariusSicariiStuff--Sweet_Dreams_12B
+#89   | OK         | 5.2061       | 74448896     | models--sleepdeprived3--Christian-Bible-Expert-v2.0-12B
+#90   | OK         | 5.4655       | 74448896     | models--SuperbEmphasis--MN-12b-RP-Ink-RP-Longform
+#91   | OK         | 5.2071       | 74448896     | models--SuperbEmphasis--Omega-Darker_The-Final-Directive-Longform-Stage2-ERP-12B-v0.2
+#92   | OK         | 5.7491       | 74448896     | models--TheDrummer--Rivermind-12B-v1
+#93   | OK         | 5.8718       | 74448896     | models--TheDrummer--Rocinante-12B-v1
+#94   | OK         | 5.6795       | 74448896     | models--TheDrummer--Rocinante-X-12B-v1
+#95   | OK         | 3.6626       | 74448896     | models--Trappu--Nemo-Picaro-12B
+#96   | OK         | 1.8964       | 74448896     | models--Undi95--LocalC-12B-e2.0
+#97   | OK         | 5.4049       | 74448896     | models--UsernameJustAnother--Nemo-12B-Marlin-v5
+#98   | OK         | 5.7564       | 74448896     | models--UsernameJustAnother--Nemo-12B-Marlin-v6
+#99   | OK         | 1.5853       | 74448896     | models--UsernameJustAnother--Nemo-12B-Marlin-v8
+#100  | OK         | 5.4672       | 74448896     | models--VAGOsolutions--SauerkrautLM-Nemo-12b-Instruct
+ +

EOS & Tokenizer Scanner (Deep Scan)

+
Status     | Gen ID   | Vocab ID | EOS Str    | Model Name
+----------------------------------------------------------------------------------------------------
+FAIL       | 2        | 2 |  | models--aixonlab--Aether-12b
+FAIL       | 2        | 2 |  | models--aixonlab--Zinakha-12b
+FAIL       | 2        | 2 |  | models--allura-org--Bigger-Body-12b
+FAIL       | 2        | 2 |  | models--allura-org--MN-12b-RP-Ink
+FAIL       | 2        | 2 |  | models--allura-org--remnant-mn-12b
+BROKEN     | 131072 | MISSING | <|im_end|> | models--allura-org--Tlacuilo-12B
+BROKEN     | 2        | 15       | <|im_end|> | models--anthracite-org--magnum-v2-12b
+BROKEN     | 2        | 15       | <|im_end|> | models--anthracite-org--magnum-v2.5-12b-kto
+FAIL       | 2        | 2 |  | models--anthracite-org--magnum-v4-12b
+FAIL       | 2        | 2 |  | models--ArliAI--Mistral-Nemo-12B-ArliAI-RPMax-v1.2
+FAIL       | 4 | 4 | <|im_end|> | models--axolotl-ai-co--romulus-mistral-nemo-12b-simpo
+FAIL       | 2        | 2 |  | models--Babsie--Opulus-12B-v3
+FAIL       | 2        | 2 |  | models--BeaverAI--mistral-doryV2-12b
+BROKEN     | 2        | MISSING | <|im_end|> | models--cgato--Nemo-12b-Humanize-KTO-Experimental-Latest
+BROKEN     | 2        | 17 | <|im_end|> | models--cgato--Nemo-12b-Humanize-SFT-v0.2.5-KTO
+FAIL       | 15 | 15       | <|im_end|> | models--ChaoticNeutrals--Mag-Mell-Reasoner-12B
+FAIL       | 2        | 2 |  | models--crestf411--nemo-sunfall-v0.6.1
+BROKEN     | 2        | MISSING | <|im_end|> | models--dphn--dolphin-2.9.3-mistral-nemo-12b
+BROKEN     | MISSING | 15       | <|im_end|> | models--Elizezen--Himeyuri-v0.1-12B
+BROKEN     | 2        | 15       | <|im_end|> | models--Epiculous--Azure_Dusk-v0.2
+BROKEN     | 2        | 15       | <|im_end|> | models--Epiculous--Crimson_Dawn-v0.2
+FAIL       | 2        | 2 |  | models--EpistemeAI2--Fireball-Mistral-Nemo-12B-Philos
+FAIL       | 2        | 2 |  | models--EpistemeAI--Mistral-Nemo-Instruct-12B-Philosophy-Math
+FAIL       | 2        | 2 |  | models--Fizzarolli--MN-12b-Rosier-v1
+FAIL       | 4 | 4 | <|im_end|> | models--flammenai--Flammades-Mistral-Nemo-12B
+FAIL       | 2        | 2 |  | models--flammenai--Mahou-1.3-mistral-nemo-12B
+FAIL       | 4 | 4 | <|im_end|> | models--flammenai--Mahou-1.5-mistral-nemo-12B
+BROKEN     | 2        | 15       | <|im_end|> | models--GreenerPastures--Golden-Curry-12B
+FAIL       | 128 | 128 | <|im_end|> | models--Gryphe--Pantheon-RP-1.5-12b-Nemo
+FAIL       | 128 | 128 | <|im_end|> | models--Gryphe--Pantheon-RP-1.6.1-12b-Nemo
+FAIL       | 2        | 2 |  | models--HumanLLMs--Human-Like-Mistral-Nemo-Instruct-2407
+FAIL       | 2        | 2 |  | models--IIEleven11--Kalypso
+FAIL       | 2        | 2 |  | models--intervitens--mini-magnum-12b-v1.1
+BROKEN     | 2        | 15       | <|im_end|> | models--IntervitensInc--Mistral-Nemo-Base-2407-chatml
+FAIL       | 2        | 2 |  | models--jtatman--mistral_nemo_12b_reasoning_psychology_lora
+FAIL       | 2        | 2 |  | models--KOOWEEYUS--BlackSheep-RP-12B
+BROKEN     | MISSING | 2 |  | models--Lambent--Arsenic-Shahrazad-12B-v2
+FAIL       | 2        | 2 |  | models--Lambent--Arsenic-Shahrazad-12B-v3
+FAIL       | 2        | 2 |  | models--Lambent--arsenic-nemo-unleashed-12B
+FAIL       | 2        | 2 |  | models--Lambent--Gilded-Arsenic-12B
+BROKEN     | 131072 | MISSING | <|im_end|> | models--LatitudeGames--Muse-12B
+BROKEN     | 131072 | MISSING | <|im_end|> | models--LatitudeGames--Wayfarer-12B
+BROKEN     | 2        | MISSING | <|im_end|> | models--LatitudeGames--Wayfarer-2-12B
+BROKEN     | 2        | MISSING | <|im_end|> | models--migtissera--Tess-3-Mistral-Nemo-12B
+FAIL       | 2        | 2 | <|im_end|> | models--mpasila--Mistral-freeLiPPA-LoRA-12B
+FAIL       | 4 | 4 | <|im_end|> | models--nbeerbower--Denker-mistral-nemo-12B
+FAIL       | 2        | 2 |  | models--nbeerbower--Lyra-Gutenberg-mistral-nemo-12B
+FAIL       | 2        | 2 |  | models--nbeerbower--Lyra4-Gutenberg-12B
+FAIL       | 4 | 4 | <|im_end|> | models--nbeerbower--Merlina-ORPO-12B
+FAIL       | 2        | 2 |  | models--nbeerbower--mistral-nemo-bophades-12B
+BROKEN     | 131074 | MISSING | <|im_end|> | models--nbeerbower--mistral-nemo-cc-12B
+FAIL       | 2        | 2 |  | models--nbeerbower--mistral-nemo-gutenberg-12B-v2
+FAIL       | 2        | 2 |  | models--nbeerbower--mistral-nemo-gutenberg-12B-v3
+FAIL       | 2        | 2 |  | models--nbeerbower--mistral-nemo-gutenberg-12B-v4
+FAIL       | 2        | 2 |  | models--nbeerbower--Mistral-Nemo-Gutenberg-Doppel-12B
+FAIL       | 4 | 4 | <|im_end|> | models--nbeerbower--Mistral-Nemo-Gutenberg-Doppel-12B-v2
+FAIL       | 2        | 2 |  | models--nbeerbower--Mistral-Nemo-Gutenberg-Encore-12B
+FAIL       | 2        | 2 |  | models--nbeerbower--Mistral-Nemo-Gutenberg-Vitus-12B
+FAIL       | 4 | 4 | <|im_end|> | models--nbeerbower--mistral-nemo-kartoffel-12B
+FAIL       | 4 | 4 | <|im_end|> | models--nbeerbower--Mistral-Nemo-Prism-12B
+FAIL       | 2        | 2 |  | models--nbeerbower--mistral-nemo-wissenschaft-12B
+FAIL       | 2        | 2 |  | models--NeverSleepHistorical--lumi-nemo-e2.0
+FAIL       | 2        | 2 |  | models--NeverSleep--Lumimaid-v0.2-12B
+FAIL       | 2        | 2 |  | models--nothingiisreal--Celeste-12B-V1.6
+FAIL       | 2        | 2 |  | models--nothingiisreal--MN-12B-Celeste-V1.9
+FAIL       | 2        | 2 |  | models--PocketDoc--Dans-DangerousWinds-V1.1.0-12b
+FAIL       | 2        | 2 | <|im_end|> | models--PocketDoc--Dans-PersonalityEngine-V1.1.0-12b
+FAIL       | 2        | 2 | <|endoftext|> | models--PocketDoc--Dans-PersonalityEngine-V1.3.0-12b
+FAIL       | 2        | 2 | <|im_end|> | models--PocketDoc--Dans-SakuraKaze-V1.0.0-12b
+BROKEN     | 2        | 15       | <|im_end|> | models--PygmalionAI--Eleusis-12B
+BROKEN     | 2        | 15       | <|im_end|> | models--PygmalionAI--Pygmalion-3-12B
+FAIL       | 2        | 2 | <|im_end|> | models--rAIfle--Questionable-MN-bf16
+FAIL       | 2        | 2 |  | models--ReadyArt--Dark-Nexus-12B-v2.0
+FAIL       | 2        | 2 |  | models--ReadyArt--Forgotten-Safeword-12B-v4.0
+FAIL       | 2        | 2 |  | models--ReadyArt--Omega-Darker_The-Final-Directive-12B
+FAIL       | 2        | 2 |  | models--romaingrx--red-teamer-mistral-nemo
+BROKEN     | MISSING | 2 |  | models--Sao10K--MN-12B-Lyra-v1
+BROKEN     | MISSING | 15       | <|im_end|> | models--Sao10K--MN-12B-Lyra-v2a1
+FAIL       | 2        | 2 |  | models--Sao10K--MN-12B-Lyra-v4
+BROKEN     | 15 | 4 | [/INST] | models--Sao10K--MN-BackyardAI-Party-12B-v1
+FAIL       | 4 | 4 | <|im_end|> | models--schneewolflabs--A0l-12B
+FAIL       | 2        | 2 |  | models--shisa-ai--shisa-v2-mistral-nemo-12b
+BROKEN     | 2        | MISSING | <|im_end|> | models--shuttleai--shuttle-2.5-mini
+BROKEN     | 2        | MISSING | <|im_end|> | models--SicariusSicariiStuff--Angelic_Eclipse_12B
+BROKEN     | 2        | MISSING | <|im_end|> | models--SicariusSicariiStuff--Impish_Bloodmoon_12B
+FAIL       | 2        | 2 | <|im_end|> | models--SicariusSicariiStuff--Impish_Longtail_12B
+FAIL       | 2        | 2 | <|im_end|> | models--SicariusSicariiStuff--Impish_Nemo_12B
+FAIL       | 2        | 2 | <|im_end|> | models--SicariusSicariiStuff--Sweet_Dreams_12B
+FAIL       | 2        | 2 |  | models--sleepdeprived3--Christian-Bible-Expert-v2.0-12B
+FAIL       | 2        | 2 |  | models--SuperbEmphasis--MN-12b-RP-Ink-RP-Longform
+FAIL       | 2        | 2 |  | models--SuperbEmphasis--Omega-Darker_The-Final-Directive-Longform-Stage2-ERP-12B-v0.2
+FAIL       | 2        | 2 |  | models--TheDrummer--Rivermind-12B-v1
+FAIL       | 2        | 2 |  | models--TheDrummer--Rocinante-12B-v1
+FAIL       | 2        | 2 |  | models--TheDrummer--Rocinante-X-12B-v1
+FAIL       | 2        | 2 |  | models--Trappu--Nemo-Picaro-12B
+FAIL       | 2        | 2 |  | models--Undi95--LocalC-12B-e2.0
+FAIL       | 2        | 2 | <|im_end|> | models--UsernameJustAnother--Nemo-12B-Marlin-v5
+FAIL       | 2        | 2 | <|im_end|> | models--UsernameJustAnother--Nemo-12B-Marlin-v6
+FAIL       | 2        | 2 | <|im_end|> | models--UsernameJustAnother--Nemo-12B-Marlin-v8
+BROKEN     | MISSING | 2 |  | models--VAGOsolutions--SauerkrautLM-Nemo-12b-Instruct
+
+
+ + + \ No newline at end of file diff --git a/chat_template.jinja b/chat_template.jinja new file mode 100644 index 0000000..2cb112f --- /dev/null +++ b/chat_template.jinja @@ -0,0 +1,2 @@ +{% for message in messages %}{{'<|im_start|>' + message['role'] + '\n' + message['content'] + '<|im_end|>' + '\n'}}{% endfor %} +{% if add_generation_prompt %}{{ '<|im_start|>assistant\n' }}{% endif %} diff --git a/config.json b/config.json new file mode 100644 index 0000000..66bdb86 --- /dev/null +++ b/config.json @@ -0,0 +1,26 @@ +{ + "architectures": [ + "MistralForCausalLM" + ], + "attention_dropout": 0.0, + "bos_token_id": 1, + "dtype": "bfloat16", + "eos_token_id": 15, + "head_dim": 128, + "hidden_act": "silu", + "hidden_size": 5120, + "initializer_range": 0.02, + "intermediate_size": 14336, + "max_position_embeddings": 1024000, + "model_type": "mistral", + "num_attention_heads": 32, + "num_hidden_layers": 40, + "num_key_value_heads": 8, + "rms_norm_eps": 1e-05, + "rope_theta": 1000000.0, + "sliding_window": null, + "tie_word_embeddings": false, + "transformers_version": "4.57.6", + "use_cache": true, + "vocab_size": 131088 +} diff --git a/kraken_audit.png b/kraken_audit.png new file mode 100644 index 0000000..e0a63f7 --- /dev/null +++ b/kraken_audit.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9bc02d8238ef602675f10c15236f8a85d0e9156fc47d6fd7df2605e51a4f7d82 +size 224822 diff --git a/mergekit_config.yml b/mergekit_config.yml new file mode 100644 index 0000000..6d51da9 --- /dev/null +++ b/mergekit_config.yml @@ -0,0 +1,633 @@ +base_model: B:/12B/models--IntervitensInc--Mistral-Nemo-Base-2407-chatml +models: +# - model: B:/12B/models--aixonlab--Aether-12b +# - model: B:/12B/models--aixonlab--Zinakha-12b +# - model: B:/12B/models--allura-org--Bigger-Body-12b +# - model: B:/12B/models--allura-org--MN-12b-RP-Ink +# - model: B:/12B/models--allura-org--remnant-mn-12b +# - model: B:/12B/models--allura-org--Tlacuilo-12B +# - model: B:/12B/models--anthracite-org--magnum-v2-12b +# - model: B:/12B/models--anthracite-org--magnum-v2.5-12b-kto +# - model: B:/12B/models--anthracite-org--magnum-v4-12b +# - model: B:/12B/models--ArliAI--Mistral-Nemo-12B-ArliAI-RPMax-v1.2 +# - model: B:/12B/models--axolotl-ai-co--romulus-mistral-nemo-12b-simpo +# - model: B:/12B/models--Babsie--Opulus-12B-v3 +# - model: B:/12B/models--BeaverAI--mistral-doryV2-12b +# - model: B:/12B/models--cgato--Nemo-12b-Humanize-KTO-Experimental-Latest +# - model: B:/12B/models--cgato--Nemo-12b-Humanize-SFT-v0.2.5-KTO +# - model: B:/12B/models--ChaoticNeutrals--Mag-Mell-Reasoner-12B +# - model: B:/12B/models--crestf411--nemo-sunfall-v0.6.1 +# - model: B:/12B/models--dphn--dolphin-2.9.3-mistral-nemo-12b +# - model: B:/12B/models--Elizezen--Himeyuri-v0.1-12B +# - model: B:/12B/models--Epiculous--Azure_Dusk-v0.2 +# - model: B:/12B/models--Epiculous--Crimson_Dawn-v0.2 +# - model: B:/12B/models--EpistemeAI2--Fireball-Mistral-Nemo-12B-Philos +# - model: B:/12B/models--EpistemeAI--Mistral-Nemo-Instruct-12B-Philosophy-Math +# - model: B:/12B/models--Fizzarolli--MN-12b-Rosier-v1 +# - model: B:/12B/models--flammenai--Flammades-Mistral-Nemo-12B +# - model: B:/12B/models--flammenai--Mahou-1.3-mistral-nemo-12B +# - model: B:/12B/models--flammenai--Mahou-1.5-mistral-nemo-12B +# - model: B:/12B/models--GreenerPastures--Golden-Curry-12B +# - model: B:/12B/models--Gryphe--Pantheon-RP-1.5-12b-Nemo +# - model: B:/12B/models--Gryphe--Pantheon-RP-1.6.1-12b-Nemo +# - model: B:/12B/models--HumanLLMs--Human-Like-Mistral-Nemo-Instruct-2407 +# - model: B:/12B/models--IIEleven11--Kalypso +# - model: B:/12B/models--intervitens--mini-magnum-12b-v1.1 +# - model: B:/12B/models--IntervitensInc--Mistral-Nemo-Base-2407-chatml +# - model: B:/12B/models--jtatman--mistral_nemo_12b_reasoning_psychology_lora +# - model: B:/12B/models--KOOWEEYUS--BlackSheep-RP-12B +# - model: B:/12B/models--Lambent--Arsenic-Shahrazad-12B-v2 +# - model: B:/12B/models--Lambent--Arsenic-Shahrazad-12B-v3 +# - model: B:/12B/models--Lambent--arsenic-nemo-unleashed-12B +# - model: B:/12B/models--Lambent--Gilded-Arsenic-12B +# - model: B:/12B/models--LatitudeGames--Muse-12B +# - model: B:/12B/models--LatitudeGames--Wayfarer-12B +# - model: B:/12B/models--LatitudeGames--Wayfarer-2-12B +# - model: B:/12B/models--migtissera--Tess-3-Mistral-Nemo-12B +# # - model: B:/12B/models--mistralai--Mistral-Nemo-Instruct-2407 +# - model: B:/12B/models--mpasila--Mistral-freeLiPPA-LoRA-12B +# - model: B:/12B/models--nbeerbower--Denker-mistral-nemo-12B +# - model: B:/12B/models--nbeerbower--Lyra-Gutenberg-mistral-nemo-12B +# - model: B:/12B/models--nbeerbower--Lyra4-Gutenberg-12B +# - model: B:/12B/models--nbeerbower--Merlina-ORPO-12B +# - model: B:/12B/models--nbeerbower--mistral-nemo-bophades-12B +# - model: B:/12B/models--nbeerbower--mistral-nemo-cc-12B +# - model: B:/12B/models--nbeerbower--mistral-nemo-gutenberg-12B-v2 +# - model: B:/12B/models--nbeerbower--mistral-nemo-gutenberg-12B-v3 +# - model: B:/12B/models--nbeerbower--mistral-nemo-gutenberg-12B-v4 +# - model: B:/12B/models--nbeerbower--Mistral-Nemo-Gutenberg-Doppel-12B +# - model: B:/12B/models--nbeerbower--Mistral-Nemo-Gutenberg-Doppel-12B-v2 +# - model: B:/12B/models--nbeerbower--Mistral-Nemo-Gutenberg-Encore-12B +# - model: B:/12B/models--nbeerbower--Mistral-Nemo-Gutenberg-Vitus-12B +# - model: B:/12B/models--nbeerbower--mistral-nemo-kartoffel-12B +# - model: B:/12B/models--nbeerbower--Mistral-Nemo-Prism-12B +# - model: B:/12B/models--nbeerbower--mistral-nemo-wissenschaft-12B +# - model: B:/12B/models--NeverSleepHistorical--lumi-nemo-e2.0 +# - model: B:/12B/models--NeverSleep--Lumimaid-v0.2-12B +# - model: B:/12B/models--nothingiisreal--Celeste-12B-V1.6 +# - model: B:/12B/models--nothingiisreal--MN-12B-Celeste-V1.9 +# # - model: B:/12B/models--p-e-w--Mistral-Nemo-Instruct-2407-heretic-noslop +# - model: B:/12B/models--PocketDoc--Dans-DangerousWinds-V1.1.0-12b +# - model: B:/12B/models--PocketDoc--Dans-PersonalityEngine-V1.1.0-12b +# - model: B:/12B/models--PocketDoc--Dans-PersonalityEngine-V1.3.0-12b +# - model: B:/12B/models--PocketDoc--Dans-SakuraKaze-V1.0.0-12b +# - model: B:/12B/models--PygmalionAI--Eleusis-12B +# - model: B:/12B/models--PygmalionAI--Pygmalion-3-12B +# - model: B:/12B/models--rAIfle--Questionable-MN-bf16 +# - model: B:/12B/models--ReadyArt--Dark-Nexus-12B-v2.0 +# - model: B:/12B/models--ReadyArt--Forgotten-Safeword-12B-v4.0 +# - model: B:/12B/models--ReadyArt--Omega-Darker_The-Final-Directive-12B +# - model: B:/12B/models--romaingrx--red-teamer-mistral-nemo +# - model: B:/12B/models--Sao10K--MN-12B-Lyra-v1 +# - model: B:/12B/models--Sao10K--MN-12B-Lyra-v2a1 +# - model: B:/12B/models--Sao10K--MN-12B-Lyra-v4 +# - model: B:/12B/models--Sao10K--MN-BackyardAI-Party-12B-v1 +# - model: B:/12B/models--schneewolflabs--A0l-12B +# - model: B:/12B/models--shisa-ai--shisa-v2-mistral-nemo-12b +# - model: B:/12B/models--shuttleai--shuttle-2.5-mini +# - model: B:/12B/models--SicariusSicariiStuff--Angelic_Eclipse_12B +# - model: B:/12B/models--SicariusSicariiStuff--Impish_Bloodmoon_12B +# - model: B:/12B/models--SicariusSicariiStuff--Impish_Longtail_12B +# - model: B:/12B/models--SicariusSicariiStuff--Impish_Nemo_12B +# - model: B:/12B/models--SicariusSicariiStuff--Sweet_Dreams_12B +# - model: B:/12B/models--sleepdeprived3--Christian-Bible-Expert-v2.0-12B +# - model: B:/12B/models--SuperbEmphasis--MN-12b-RP-Ink-RP-Longform +# - model: B:/12B/models--SuperbEmphasis--Omega-Darker_The-Final-Directive-Longform-Stage2-ERP-12B-v0.2 +# - model: B:/12B/models--TheDrummer--Rivermind-12B-v1 +# - model: B:/12B/models--TheDrummer--Rocinante-12B-v1 +# - model: B:/12B/models--TheDrummer--Rocinante-X-12B-v1 +# - model: B:/12B/models--Trappu--Nemo-Picaro-12B +# - model: B:/12B/models--Undi95--LocalC-12B-e2.0 +# - model: B:/12B/models--UsernameJustAnother--Nemo-12B-Marlin-v5 +# - model: B:/12B/models--UsernameJustAnother--Nemo-12B-Marlin-v6 +# - model: B:/12B/models--UsernameJustAnother--Nemo-12B-Marlin-v8 +# - model: B:/12B/models--VAGOsolutions--SauerkrautLM-Nemo-12b-Instruct + - model: B:/12B/models--aixonlab--Aether-12b + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--aixonlab--Zinakha-12b + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--allura-org--Bigger-Body-12b + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--allura-org--MN-12b-RP-Ink + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--allura-org--remnant-mn-12b + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--allura-org--Tlacuilo-12B + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--anthracite-org--magnum-v2-12b + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--anthracite-org--magnum-v2.5-12b-kto + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--anthracite-org--magnum-v4-12b + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--ArliAI--Mistral-Nemo-12B-ArliAI-RPMax-v1.2 + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--axolotl-ai-co--romulus-mistral-nemo-12b-simpo + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--Babsie--Opulus-12B-v3 + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--BeaverAI--mistral-doryV2-12b + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--cgato--Nemo-12b-Humanize-KTO-Experimental-Latest + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--cgato--Nemo-12b-Humanize-SFT-v0.2.5-KTO + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--ChaoticNeutrals--Mag-Mell-Reasoner-12B + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--crestf411--nemo-sunfall-v0.6.1 + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--dphn--dolphin-2.9.3-mistral-nemo-12b + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--Elizezen--Himeyuri-v0.1-12B + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--Epiculous--Azure_Dusk-v0.2 + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--Epiculous--Crimson_Dawn-v0.2 + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--EpistemeAI2--Fireball-Mistral-Nemo-12B-Philos + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--EpistemeAI--Mistral-Nemo-Instruct-12B-Philosophy-Math + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--Fizzarolli--MN-12b-Rosier-v1 + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--flammenai--Flammades-Mistral-Nemo-12B + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--flammenai--Mahou-1.3-mistral-nemo-12B + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--flammenai--Mahou-1.5-mistral-nemo-12B + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--GreenerPastures--Golden-Curry-12B + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--Gryphe--Pantheon-RP-1.5-12b-Nemo + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--Gryphe--Pantheon-RP-1.6.1-12b-Nemo + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--HumanLLMs--Human-Like-Mistral-Nemo-Instruct-2407 + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--IIEleven11--Kalypso + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--intervitens--mini-magnum-12b-v1.1 + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--IntervitensInc--Mistral-Nemo-Base-2407-chatml + - model: B:/12B/models--jtatman--mistral_nemo_12b_reasoning_psychology_lora + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--KOOWEEYUS--BlackSheep-RP-12B + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--Lambent--Arsenic-Shahrazad-12B-v2 + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--Lambent--Arsenic-Shahrazad-12B-v3 + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--Lambent--arsenic-nemo-unleashed-12B + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--Lambent--Gilded-Arsenic-12B + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--LatitudeGames--Muse-12B + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--LatitudeGames--Wayfarer-12B + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--LatitudeGames--Wayfarer-2-12B + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--migtissera--Tess-3-Mistral-Nemo-12B + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 +# - model: B:/12B/models--mistralai--Mistral-Nemo-Instruct-2407 + - model: B:/12B/models--mpasila--Mistral-freeLiPPA-LoRA-12B + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--nbeerbower--Denker-mistral-nemo-12B + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--nbeerbower--Lyra-Gutenberg-mistral-nemo-12B + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--nbeerbower--Lyra4-Gutenberg-12B + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--nbeerbower--Merlina-ORPO-12B + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--nbeerbower--mistral-nemo-bophades-12B + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--nbeerbower--mistral-nemo-cc-12B + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--nbeerbower--mistral-nemo-gutenberg-12B-v2 + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--nbeerbower--mistral-nemo-gutenberg-12B-v3 + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--nbeerbower--mistral-nemo-gutenberg-12B-v4 + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--nbeerbower--Mistral-Nemo-Gutenberg-Doppel-12B + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--nbeerbower--Mistral-Nemo-Gutenberg-Doppel-12B-v2 + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--nbeerbower--Mistral-Nemo-Gutenberg-Encore-12B + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--nbeerbower--Mistral-Nemo-Gutenberg-Vitus-12B + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--nbeerbower--mistral-nemo-kartoffel-12B + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--nbeerbower--Mistral-Nemo-Prism-12B + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--nbeerbower--mistral-nemo-wissenschaft-12B + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--NeverSleepHistorical--lumi-nemo-e2.0 + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--NeverSleep--Lumimaid-v0.2-12B + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--nothingiisreal--Celeste-12B-V1.6 + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--nothingiisreal--MN-12B-Celeste-V1.9 + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 +# - model: B:/12B/models--p-e-w--Mistral-Nemo-Instruct-2407-heretic-noslop + - model: B:/12B/models--PocketDoc--Dans-DangerousWinds-V1.1.0-12b + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--PocketDoc--Dans-PersonalityEngine-V1.1.0-12b + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--PocketDoc--Dans-PersonalityEngine-V1.3.0-12b + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--PocketDoc--Dans-SakuraKaze-V1.0.0-12b + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--PygmalionAI--Eleusis-12B + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--PygmalionAI--Pygmalion-3-12B + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--rAIfle--Questionable-MN-bf16 + parameters: + density: 0.9 + weight: 0.005 # -400% + epsilon: 0.099 + - model: B:/12B/models--ReadyArt--Dark-Nexus-12B-v2.0 + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--ReadyArt--Forgotten-Safeword-12B-v4.0 + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--ReadyArt--Omega-Darker_The-Final-Directive-12B + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--romaingrx--red-teamer-mistral-nemo + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--Sao10K--MN-12B-Lyra-v1 + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--Sao10K--MN-12B-Lyra-v2a1 + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--Sao10K--MN-12B-Lyra-v4 + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--Sao10K--MN-BackyardAI-Party-12B-v1 + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--schneewolflabs--A0l-12B + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--shisa-ai--shisa-v2-mistral-nemo-12b + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--shuttleai--shuttle-2.5-mini + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--SicariusSicariiStuff--Angelic_Eclipse_12B + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--SicariusSicariiStuff--Impish_Bloodmoon_12B + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--SicariusSicariiStuff--Impish_Longtail_12B + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--SicariusSicariiStuff--Impish_Nemo_12B + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--SicariusSicariiStuff--Sweet_Dreams_12B + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--sleepdeprived3--Christian-Bible-Expert-v2.0-12B + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--SuperbEmphasis--MN-12b-RP-Ink-RP-Longform + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--SuperbEmphasis--Omega-Darker_The-Final-Directive-Longform-Stage2-ERP-12B-v0.2 + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--TheDrummer--Rivermind-12B-v1 + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--TheDrummer--Rocinante-12B-v1 + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--TheDrummer--Rocinante-X-12B-v1 + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--Trappu--Nemo-Picaro-12B + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--Undi95--LocalC-12B-e2.0 + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--UsernameJustAnother--Nemo-12B-Marlin-v5 + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--UsernameJustAnother--Nemo-12B-Marlin-v6 + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--UsernameJustAnother--Nemo-12B-Marlin-v8 + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 + - model: B:/12B/models--VAGOsolutions--SauerkrautLM-Nemo-12b-Instruct + parameters: + density: 0.9 + weight: 0.02 + epsilon: 0.099 +merge_method: della +parameters: + lambda: 1.0 + normalize: false + int8_mask: false +dtype: float32 +out_dtype: bfloat16 +tokenizer: + source: "union" + tokens: + # Force ChatML EOS tokens + "<|im_start|>": + source: "B:/12B/models--SicariusSicariiStuff--Impish_Nemo_12B" + force: true + "<|im_end|>": + source: 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