commit 6fff6d663ff51d7904fdb304a615b669fa10b9e2 Author: ModelHub XC Date: Mon May 4 21:47:02 2026 +0800 初始化项目,由ModelHub XC社区提供模型 Model: mradermacher/Fireball-12B-i1-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..e86a8e4 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,57 @@ +*.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 +imatrix.dat filter=lfs diff=lfs merge=lfs -text +Fireball-12B.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +Fireball-12B.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +Fireball-12B.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Fireball-12B.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text +Fireball-12B.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Fireball-12B.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Fireball-12B.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text +Fireball-12B.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +Fireball-12B.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text +Fireball-12B.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +Fireball-12B.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Fireball-12B.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text +Fireball-12B.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Fireball-12B.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text +Fireball-12B.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Fireball-12B.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text +Fireball-12B.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text +Fireball-12B.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text +Fireball-12B.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Fireball-12B.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +Fireball-12B.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/Fireball-12B.i1-IQ1_M.gguf b/Fireball-12B.i1-IQ1_M.gguf new file mode 100644 index 0000000..1d70645 --- /dev/null +++ b/Fireball-12B.i1-IQ1_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:292a33dc29e29f30df367634f219feef3a88c79ff48d4442944a3e9ac8875656 +size 3221624640 diff --git a/Fireball-12B.i1-IQ1_S.gguf b/Fireball-12B.i1-IQ1_S.gguf new file mode 100644 index 0000000..945718a --- /dev/null +++ b/Fireball-12B.i1-IQ1_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6964d188ad3edcfbe7c5c8fa34552c653cf7fe9d0dce721f0d57ec745e7f5456 +size 2999211840 diff --git a/Fireball-12B.i1-IQ2_M.gguf b/Fireball-12B.i1-IQ2_M.gguf new file mode 100644 index 0000000..777ee12 --- /dev/null +++ b/Fireball-12B.i1-IQ2_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e8ad7a7dccb451e0684e1e492042c04ac6e8f4dc4c79cb38b152f0098ce4bab1 +size 4435023680 diff --git a/Fireball-12B.i1-IQ2_S.gguf b/Fireball-12B.i1-IQ2_S.gguf new file mode 100644 index 0000000..66db29f --- /dev/null +++ b/Fireball-12B.i1-IQ2_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:499043733c4ac8bad86f6fb10db5c767107a3055f136abb5962fd62b70716ee5 +size 4138473280 diff --git a/Fireball-12B.i1-IQ2_XS.gguf b/Fireball-12B.i1-IQ2_XS.gguf new file mode 100644 index 0000000..36ae847 --- /dev/null +++ b/Fireball-12B.i1-IQ2_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:107ea630a9b2a957ab74bb2605cee2f8900748728ebc12025e76a2d8ea7022a0 +size 3915077440 diff --git a/Fireball-12B.i1-IQ2_XXS.gguf b/Fireball-12B.i1-IQ2_XXS.gguf new file mode 100644 index 0000000..a7abed5 --- /dev/null +++ b/Fireball-12B.i1-IQ2_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0993a1f6f6687482a1696b35f25c8e688cce91cf81e8c608c4357df8493f3941 +size 3592312640 diff --git a/Fireball-12B.i1-IQ3_M.gguf b/Fireball-12B.i1-IQ3_M.gguf new file mode 100644 index 0000000..71f427c --- /dev/null +++ b/Fireball-12B.i1-IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:90c6bfed51783626bffb7a2f57c1a441c15381197de2d22fe5117fe1efa75df5 +size 5722232640 diff --git a/Fireball-12B.i1-IQ3_S.gguf b/Fireball-12B.i1-IQ3_S.gguf new file mode 100644 index 0000000..179c503 --- /dev/null +++ b/Fireball-12B.i1-IQ3_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a8d26bd64159d368f937c3277c65d87b84e52a17da841c2883560ff98d179225 +size 5562079040 diff --git a/Fireball-12B.i1-IQ3_XS.gguf b/Fireball-12B.i1-IQ3_XS.gguf new file mode 100644 index 0000000..2e606eb --- /dev/null +++ b/Fireball-12B.i1-IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4297413b0e8642c65600313d00dee7281934f848d3ebb6552b7b79b64a60731c +size 5306488640 diff --git a/Fireball-12B.i1-IQ3_XXS.gguf b/Fireball-12B.i1-IQ3_XXS.gguf new file mode 100644 index 0000000..6f178b4 --- /dev/null +++ b/Fireball-12B.i1-IQ3_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5fe37d029fcc83958e40b6d9008bf0f19978adfc1c46f98671cfbda826fafadb +size 4945385280 diff --git a/Fireball-12B.i1-IQ4_XS.gguf b/Fireball-12B.i1-IQ4_XS.gguf new file mode 100644 index 0000000..35830a8 --- /dev/null +++ b/Fireball-12B.i1-IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5e584b386fc0f484256568061943aa1021a19ffa74ea87c8d5a9d3c1adae5566 +size 6742710080 diff --git a/Fireball-12B.i1-Q2_K.gguf b/Fireball-12B.i1-Q2_K.gguf new file mode 100644 index 0000000..8b5ea1a --- /dev/null +++ b/Fireball-12B.i1-Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:04c39941992394ef4cfd21089009cbd06a762b557cc4a27f69e1a417dc21250e +size 4791048000 diff --git a/Fireball-12B.i1-Q3_K_L.gguf b/Fireball-12B.i1-Q3_K_L.gguf new file mode 100644 index 0000000..fbf9ffa --- /dev/null +++ b/Fireball-12B.i1-Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:967efd8e6703bd34d366cdc65f9205c0b0f9235a65bb344b7610037e407c2293 +size 6561503040 diff --git a/Fireball-12B.i1-Q3_K_M.gguf b/Fireball-12B.i1-Q3_K_M.gguf new file mode 100644 index 0000000..cbc4efd --- /dev/null +++ b/Fireball-12B.i1-Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4d4b84583f25ed4b6bd758b9ce1b7b1100edf0a315f639fa6d26c205e967e39a +size 6083090240 diff --git a/Fireball-12B.i1-Q3_K_S.gguf b/Fireball-12B.i1-Q3_K_S.gguf new file mode 100644 index 0000000..62bf14f --- /dev/null +++ b/Fireball-12B.i1-Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6522633c0af11a4072d05c8988a7d9dd528abc8453c200077b68eca8b20e0c33 +size 5534226240 diff --git a/Fireball-12B.i1-Q4_0.gguf b/Fireball-12B.i1-Q4_0.gguf new file mode 100644 index 0000000..b251590 --- /dev/null +++ b/Fireball-12B.i1-Q4_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8aea317611b548f1f25b7bc26e36679397e10a5acc4d92cb1378c75dcf0c7395 +size 7094638400 diff --git a/Fireball-12B.i1-Q4_K_M.gguf b/Fireball-12B.i1-Q4_K_M.gguf new file mode 100644 index 0000000..afeb040 --- /dev/null +++ b/Fireball-12B.i1-Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:30082c53117f3d60626cced71158f0afc5c18bdc210978d12d8a8bce7b15d212 +size 7477204800 diff --git a/Fireball-12B.i1-Q4_K_S.gguf b/Fireball-12B.i1-Q4_K_S.gguf new file mode 100644 index 0000000..c1f463f --- /dev/null +++ b/Fireball-12B.i1-Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3f13d4c48ff19433c24afb46da84df015710764d0a5dabf59321de41928889b4 +size 7120197440 diff --git a/Fireball-12B.i1-Q5_K_M.gguf b/Fireball-12B.i1-Q5_K_M.gguf new file mode 100644 index 0000000..ff2b58d --- /dev/null +++ b/Fireball-12B.i1-Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3eba3d986aba54867fc6cb89217b2335d68d641ac85fac96fa641991a9143f6c +size 8727631680 diff --git a/Fireball-12B.i1-Q5_K_S.gguf b/Fireball-12B.i1-Q5_K_S.gguf new file mode 100644 index 0000000..a869b53 --- /dev/null +++ b/Fireball-12B.i1-Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:30bfd533f2895fedb3ab56bac80c0584e1013de9aea3ef46b608a574a4cbcf9b +size 8518735680 diff --git a/Fireball-12B.i1-Q6_K.gguf b/Fireball-12B.i1-Q6_K.gguf new file mode 100644 index 0000000..ab8985a --- /dev/null +++ b/Fireball-12B.i1-Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:41624c51612a0f8451358184fef143da824834cd7cd0d77ba9b1ea4097756e2f +size 10056210240 diff --git a/README.md b/README.md new file mode 100644 index 0000000..6657435 --- /dev/null +++ b/README.md @@ -0,0 +1,83 @@ +--- +base_model: EpistemeAI/Fireball-12B +datasets: +- candenizkocak/code-alpaca-297k +- yahma/alpaca-cleaned +- reciperesearch/dolphin-sft-v0.1-preference +language: +- en +library_name: transformers +license: apache-2.0 +quantized_by: mradermacher +tags: +- text-generation-inference +- transformers +- unsloth +- mistral +- trl +--- +## About + + + + + + +weighted/imatrix quants of https://huggingface.co/EpistemeAI/Fireball-12B + + +static quants are available at https://huggingface.co/mradermacher/Fireball-12B-GGUF +## 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/Fireball-12B-i1-GGUF/resolve/main/Fireball-12B.i1-IQ1_S.gguf) | i1-IQ1_S | 3.1 | for the desperate | +| [GGUF](https://huggingface.co/mradermacher/Fireball-12B-i1-GGUF/resolve/main/Fireball-12B.i1-IQ1_M.gguf) | i1-IQ1_M | 3.3 | mostly desperate | +| [GGUF](https://huggingface.co/mradermacher/Fireball-12B-i1-GGUF/resolve/main/Fireball-12B.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 3.7 | | +| [GGUF](https://huggingface.co/mradermacher/Fireball-12B-i1-GGUF/resolve/main/Fireball-12B.i1-IQ2_XS.gguf) | i1-IQ2_XS | 4.0 | | +| [GGUF](https://huggingface.co/mradermacher/Fireball-12B-i1-GGUF/resolve/main/Fireball-12B.i1-IQ2_S.gguf) | i1-IQ2_S | 4.2 | | +| [GGUF](https://huggingface.co/mradermacher/Fireball-12B-i1-GGUF/resolve/main/Fireball-12B.i1-IQ2_M.gguf) | i1-IQ2_M | 4.5 | | +| [GGUF](https://huggingface.co/mradermacher/Fireball-12B-i1-GGUF/resolve/main/Fireball-12B.i1-Q2_K.gguf) | i1-Q2_K | 4.9 | IQ3_XXS probably better | +| [GGUF](https://huggingface.co/mradermacher/Fireball-12B-i1-GGUF/resolve/main/Fireball-12B.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 5.0 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Fireball-12B-i1-GGUF/resolve/main/Fireball-12B.i1-IQ3_XS.gguf) | i1-IQ3_XS | 5.4 | | +| [GGUF](https://huggingface.co/mradermacher/Fireball-12B-i1-GGUF/resolve/main/Fireball-12B.i1-Q3_K_S.gguf) | i1-Q3_K_S | 5.6 | IQ3_XS probably better | +| [GGUF](https://huggingface.co/mradermacher/Fireball-12B-i1-GGUF/resolve/main/Fireball-12B.i1-IQ3_S.gguf) | i1-IQ3_S | 5.7 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/Fireball-12B-i1-GGUF/resolve/main/Fireball-12B.i1-IQ3_M.gguf) | i1-IQ3_M | 5.8 | | +| [GGUF](https://huggingface.co/mradermacher/Fireball-12B-i1-GGUF/resolve/main/Fireball-12B.i1-Q3_K_M.gguf) | i1-Q3_K_M | 6.2 | IQ3_S probably better | +| [GGUF](https://huggingface.co/mradermacher/Fireball-12B-i1-GGUF/resolve/main/Fireball-12B.i1-Q3_K_L.gguf) | i1-Q3_K_L | 6.7 | IQ3_M probably better | +| [GGUF](https://huggingface.co/mradermacher/Fireball-12B-i1-GGUF/resolve/main/Fireball-12B.i1-IQ4_XS.gguf) | i1-IQ4_XS | 6.8 | | +| [GGUF](https://huggingface.co/mradermacher/Fireball-12B-i1-GGUF/resolve/main/Fireball-12B.i1-Q4_0.gguf) | i1-Q4_0 | 7.2 | fast, low quality | +| [GGUF](https://huggingface.co/mradermacher/Fireball-12B-i1-GGUF/resolve/main/Fireball-12B.i1-Q4_K_S.gguf) | i1-Q4_K_S | 7.2 | optimal size/speed/quality | +| [GGUF](https://huggingface.co/mradermacher/Fireball-12B-i1-GGUF/resolve/main/Fireball-12B.i1-Q4_K_M.gguf) | i1-Q4_K_M | 7.6 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Fireball-12B-i1-GGUF/resolve/main/Fireball-12B.i1-Q5_K_S.gguf) | i1-Q5_K_S | 8.6 | | +| [GGUF](https://huggingface.co/mradermacher/Fireball-12B-i1-GGUF/resolve/main/Fireball-12B.i1-Q5_K_M.gguf) | i1-Q5_K_M | 8.8 | | +| [GGUF](https://huggingface.co/mradermacher/Fireball-12B-i1-GGUF/resolve/main/Fireball-12B.i1-Q6_K.gguf) | i1-Q6_K | 10.2 | practically like static Q6_K | + +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/imatrix.dat b/imatrix.dat new file mode 100644 index 0000000..71d8dfa --- /dev/null +++ b/imatrix.dat @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7215d529e7eb0782e8954e38665c8d6be4dcb63e7b5194ea267b8eb69846872b +size 7054405