From 6a1a4235875db691e19da121cf6837997128f6ff Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Wed, 26 Aug 2026 19:28:16 +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: mradermacher/SpydazWeb_AI_HumanAI_011_INSTRUCT-GGUF Source: Original Platform --- .gitattributes | 48 ++++++ README.md | 138 ++++++++++++++++++ SpydazWeb_AI_HumanAI_011_INSTRUCT.IQ4_XS.gguf | 3 + SpydazWeb_AI_HumanAI_011_INSTRUCT.Q2_K.gguf | 3 + SpydazWeb_AI_HumanAI_011_INSTRUCT.Q3_K_L.gguf | 3 + SpydazWeb_AI_HumanAI_011_INSTRUCT.Q3_K_M.gguf | 3 + SpydazWeb_AI_HumanAI_011_INSTRUCT.Q3_K_S.gguf | 3 + ...zWeb_AI_HumanAI_011_INSTRUCT.Q4_0_4_4.gguf | 3 + SpydazWeb_AI_HumanAI_011_INSTRUCT.Q4_K_M.gguf | 3 + SpydazWeb_AI_HumanAI_011_INSTRUCT.Q4_K_S.gguf | 3 + 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-text diff --git a/README.md b/README.md new file mode 100644 index 0000000..3075862 --- /dev/null +++ b/README.md @@ -0,0 +1,138 @@ +--- +base_model: LeroyDyer/SpydazWeb_AI_HumanAI_011_INSTRUCT +datasets: +- neoneye/base64-decode-v2 +- neoneye/base64-encode-v1 +- VuongQuoc/Chemistry_text_to_image +- Kamizuru00/diagram_image_to_text +- LeroyDyer/Chemistry_text_to_image_BASE64 +- LeroyDyer/AudioCaps-Spectrograms_to_Base64 +- LeroyDyer/winogroud_text_to_imaget_BASE64 +- LeroyDyer/chart_text_to_Base64 +- LeroyDyer/diagram_image_to_text_BASE64 +- mekaneeky/salt_m2e_15_3_instruction +- mekaneeky/SALT-languages-bible +- xz56/react-llama +- BeIR/hotpotqa +- arcee-ai/agent-data +language: +- en +- sw +- ig +- so +- es +- ca +- xh +- zu +- ha +- tw +- af +- hi +- bm +- su +library_name: transformers +license: apache-2.0 +quantized_by: mradermacher +tags: +- text-generation-inference +- transformers +- unsloth +- mistral +- Mistral_Star +- Mistral_Quiet +- Mistral +- Mixtral +- Question-Answer +- Token-Classification +- Sequence-Classification +- SpydazWeb-AI +- chemistry +- biology +- legal +- code +- climate +- medical +- LCARS_AI_StarTrek_Computer +- text-generation-inference +- chain-of-thought +- tree-of-knowledge +- forest-of-thoughts +- visual-spacial-sketchpad +- alpha-mind +- knowledge-graph +- entity-detection +- encyclopedia +- wikipedia +- stack-exchange +- Reddit +- Cyber-series +- MegaMind +- Cybertron +- SpydazWeb +- Spydaz +- LCARS +- star-trek +- mega-transformers +- Mulit-Mega-Merge +- Multi-Lingual +- Afro-Centric +- African-Model +- Ancient-One +--- +## About + + + + + + +static quants of https://huggingface.co/LeroyDyer/SpydazWeb_AI_HumanAI_011_INSTRUCT + + +weighted/imatrix quants seem not to be available (by me) at this time. If they do not show up a week or so after the static ones, I have probably not planned for them. Feel free to request them by opening a Community Discussion. +## Usage + +If you are unsure how to use GGUF files, refer to one of [TheBloke's +READMEs](https://huggingface.co/TheBloke/KafkaLM-70B-German-V0.1-GGUF) for +more details, including on how to concatenate multi-part files. + +## Provided Quants + +(sorted by size, not necessarily quality. IQ-quants are often preferable over similar sized non-IQ quants) + +| Link | Type | Size/GB | Notes | +|:-----|:-----|--------:|:------| +| [GGUF](https://huggingface.co/mradermacher/SpydazWeb_AI_HumanAI_011_INSTRUCT-GGUF/resolve/main/SpydazWeb_AI_HumanAI_011_INSTRUCT.Q2_K.gguf) | Q2_K | 2.8 | | +| [GGUF](https://huggingface.co/mradermacher/SpydazWeb_AI_HumanAI_011_INSTRUCT-GGUF/resolve/main/SpydazWeb_AI_HumanAI_011_INSTRUCT.Q3_K_S.gguf) | Q3_K_S | 3.3 | | +| [GGUF](https://huggingface.co/mradermacher/SpydazWeb_AI_HumanAI_011_INSTRUCT-GGUF/resolve/main/SpydazWeb_AI_HumanAI_011_INSTRUCT.Q3_K_M.gguf) | Q3_K_M | 3.6 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/SpydazWeb_AI_HumanAI_011_INSTRUCT-GGUF/resolve/main/SpydazWeb_AI_HumanAI_011_INSTRUCT.Q3_K_L.gguf) | Q3_K_L | 3.9 | | +| [GGUF](https://huggingface.co/mradermacher/SpydazWeb_AI_HumanAI_011_INSTRUCT-GGUF/resolve/main/SpydazWeb_AI_HumanAI_011_INSTRUCT.IQ4_XS.gguf) | IQ4_XS | 4.0 | | +| [GGUF](https://huggingface.co/mradermacher/SpydazWeb_AI_HumanAI_011_INSTRUCT-GGUF/resolve/main/SpydazWeb_AI_HumanAI_011_INSTRUCT.Q4_0_4_4.gguf) | Q4_0_4_4 | 4.2 | fast on arm, low quality | +| [GGUF](https://huggingface.co/mradermacher/SpydazWeb_AI_HumanAI_011_INSTRUCT-GGUF/resolve/main/SpydazWeb_AI_HumanAI_011_INSTRUCT.Q4_K_S.gguf) | Q4_K_S | 4.2 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/SpydazWeb_AI_HumanAI_011_INSTRUCT-GGUF/resolve/main/SpydazWeb_AI_HumanAI_011_INSTRUCT.Q4_K_M.gguf) | Q4_K_M | 4.5 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/SpydazWeb_AI_HumanAI_011_INSTRUCT-GGUF/resolve/main/SpydazWeb_AI_HumanAI_011_INSTRUCT.Q5_K_S.gguf) | Q5_K_S | 5.1 | | +| [GGUF](https://huggingface.co/mradermacher/SpydazWeb_AI_HumanAI_011_INSTRUCT-GGUF/resolve/main/SpydazWeb_AI_HumanAI_011_INSTRUCT.Q5_K_M.gguf) | Q5_K_M | 5.2 | | +| [GGUF](https://huggingface.co/mradermacher/SpydazWeb_AI_HumanAI_011_INSTRUCT-GGUF/resolve/main/SpydazWeb_AI_HumanAI_011_INSTRUCT.Q6_K.gguf) | Q6_K | 6.0 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/SpydazWeb_AI_HumanAI_011_INSTRUCT-GGUF/resolve/main/SpydazWeb_AI_HumanAI_011_INSTRUCT.Q8_0.gguf) | Q8_0 | 7.8 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/SpydazWeb_AI_HumanAI_011_INSTRUCT-GGUF/resolve/main/SpydazWeb_AI_HumanAI_011_INSTRUCT.f16.gguf) | f16 | 14.6 | 16 bpw, overkill | + +Here is a handy graph by ikawrakow comparing some lower-quality quant +types (lower is better): + +![image.png](https://www.nethype.de/huggingface_embed/quantpplgraph.png) + +And here are Artefact2's thoughts on the matter: +https://gist.github.com/Artefact2/b5f810600771265fc1e39442288e8ec9 + +## FAQ / Model Request + +See https://huggingface.co/mradermacher/model_requests for some answers to +questions you might have and/or if you want some other model quantized. + +## Thanks + +I thank my company, [nethype GmbH](https://www.nethype.de/), for letting +me use its servers and providing upgrades to my workstation to enable +this work in my free time. Additional thanks to [@nicoboss](https://huggingface.co/nicoboss) for giving me access to his private supercomputer, enabling me to provide many more imatrix quants, at much higher quality, than I would otherwise be able to. + + diff --git a/SpydazWeb_AI_HumanAI_011_INSTRUCT.IQ4_XS.gguf b/SpydazWeb_AI_HumanAI_011_INSTRUCT.IQ4_XS.gguf new file mode 100644 index 0000000..adbac7c --- /dev/null +++ b/SpydazWeb_AI_HumanAI_011_INSTRUCT.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d6de9a709db39fe8d7e13e3923d500f14e35b9557cdaa2998bed8d3ca03beb08 +size 3944399072 diff --git a/SpydazWeb_AI_HumanAI_011_INSTRUCT.Q2_K.gguf b/SpydazWeb_AI_HumanAI_011_INSTRUCT.Q2_K.gguf new file mode 100644 index 0000000..51510ad --- /dev/null +++ b/SpydazWeb_AI_HumanAI_011_INSTRUCT.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3ba6523a427334d013213ff410eeb5c6dc1e6a8997d6c2de83b71f5735fdd986 +size 2719252704 diff --git 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