commit d05f14b00487b7dd15c453c17822c0a7025b7ad7 Author: ModelHub XC Date: Thu Jun 18 11:38:20 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/llemma_7b-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..2cd39a7 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,47 @@ +*.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 +llemma_7b.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +llemma_7b.f16.gguf filter=lfs diff=lfs merge=lfs -text +llemma_7b.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +llemma_7b.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +llemma_7b.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +llemma_7b.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +llemma_7b.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +llemma_7b.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +llemma_7b.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +llemma_7b.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +llemma_7b.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +llemma_7b.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..c549cd2 --- /dev/null +++ b/README.md @@ -0,0 +1,70 @@ +--- +base_model: EleutherAI/llemma_7b +datasets: +- EleutherAI/proof-pile-2 +- open-web-math/open-web-math +language: +- en +library_name: transformers +license: llama2 +quantized_by: mradermacher +tags: +- math +- reasoning +--- +## About + + + + + + +static quants of https://huggingface.co/EleutherAI/llemma_7b + + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/llemma_7b-i1-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/llemma_7b-GGUF/resolve/main/llemma_7b.Q2_K.gguf) | Q2_K | 2.6 | | +| [GGUF](https://huggingface.co/mradermacher/llemma_7b-GGUF/resolve/main/llemma_7b.Q3_K_S.gguf) | Q3_K_S | 3.0 | | +| [GGUF](https://huggingface.co/mradermacher/llemma_7b-GGUF/resolve/main/llemma_7b.Q3_K_M.gguf) | Q3_K_M | 3.4 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/llemma_7b-GGUF/resolve/main/llemma_7b.Q3_K_L.gguf) | Q3_K_L | 3.7 | | +| [GGUF](https://huggingface.co/mradermacher/llemma_7b-GGUF/resolve/main/llemma_7b.IQ4_XS.gguf) | IQ4_XS | 3.7 | | +| [GGUF](https://huggingface.co/mradermacher/llemma_7b-GGUF/resolve/main/llemma_7b.Q4_K_S.gguf) | Q4_K_S | 4.0 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/llemma_7b-GGUF/resolve/main/llemma_7b.Q4_K_M.gguf) | Q4_K_M | 4.2 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/llemma_7b-GGUF/resolve/main/llemma_7b.Q5_K_S.gguf) | Q5_K_S | 4.8 | | +| [GGUF](https://huggingface.co/mradermacher/llemma_7b-GGUF/resolve/main/llemma_7b.Q5_K_M.gguf) | Q5_K_M | 4.9 | | +| [GGUF](https://huggingface.co/mradermacher/llemma_7b-GGUF/resolve/main/llemma_7b.Q6_K.gguf) | Q6_K | 5.6 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/llemma_7b-GGUF/resolve/main/llemma_7b.Q8_0.gguf) | Q8_0 | 7.3 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/llemma_7b-GGUF/resolve/main/llemma_7b.f16.gguf) | f16 | 13.6 | 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/llemma_7b.IQ4_XS.gguf b/llemma_7b.IQ4_XS.gguf new file mode 100644 index 0000000..767623a --- /dev/null +++ b/llemma_7b.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f1b8c03b6091c1cd68baa5dd1c5e178e8fa9e63bb4556e367366b56cf39b6945 +size 3647606784 diff --git a/llemma_7b.Q2_K.gguf b/llemma_7b.Q2_K.gguf new file mode 100644 index 0000000..3de8981 --- /dev/null +++ b/llemma_7b.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9ada501564914722a7f5a68627e5a2548c9ba1e498fbc79b2e8d9fc4eb083e7c +size 2532940800 diff --git a/llemma_7b.Q3_K_L.gguf b/llemma_7b.Q3_K_L.gguf new file mode 100644 index 0000000..09c5193 --- /dev/null +++ b/llemma_7b.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2225964607c340403f2bc298ed67b835a205703c1318ee7365fc26d40651739e +size 3597194752 diff --git a/llemma_7b.Q3_K_M.gguf b/llemma_7b.Q3_K_M.gguf new file mode 100644 index 0000000..463e9e3 --- /dev/null +++ b/llemma_7b.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b5e2fc43ce471bec24b99106a61c50d5123c39bc39f6371607ebe17ca82fdc8f +size 3298088448 diff --git a/llemma_7b.Q3_K_S.gguf b/llemma_7b.Q3_K_S.gguf new file mode 100644 index 0000000..98cd29f --- /dev/null +++ b/llemma_7b.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0a28a718106a7d7434445e530d35658b55ae1d0dc09d59e214eeda4f3c0b6da0 +size 2948388352 diff --git a/llemma_7b.Q4_K_M.gguf b/llemma_7b.Q4_K_M.gguf new file mode 100644 index 0000000..0c12599 --- /dev/null +++ b/llemma_7b.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1f0c121550c21681a08c22ee2a6ed78a7ea8ea8f555554690b4932f12a357168 +size 4081096704 diff --git a/llemma_7b.Q4_K_S.gguf b/llemma_7b.Q4_K_S.gguf new file mode 100644 index 0000000..3254a72 --- /dev/null +++ b/llemma_7b.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:23f4ad44461b3ad504b0d5dc00f563b367393140d772b4a1023127e7ba683923 +size 3856832512 diff --git a/llemma_7b.Q5_K_M.gguf b/llemma_7b.Q5_K_M.gguf new file mode 100644 index 0000000..2f84836 --- /dev/null +++ b/llemma_7b.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dd8feb11f386519bd266eea53e522dc3b207dfa120def50d1dd687c283122ef8 +size 4783257600 diff --git a/llemma_7b.Q5_K_S.gguf b/llemma_7b.Q5_K_S.gguf new file mode 100644 index 0000000..ba025fa --- /dev/null +++ b/llemma_7b.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:376678f791d3ed37c6cf73799d56c2281de3dc7bad2fd248345e6b7982912915 +size 4651792384 diff --git a/llemma_7b.Q6_K.gguf b/llemma_7b.Q6_K.gguf new file mode 100644 index 0000000..cb48b07 --- /dev/null +++ b/llemma_7b.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:06deec55e67d0d55ce64d799408241e6491712c48809dd6b20cfa4c209e00fee +size 5529303552 diff --git a/llemma_7b.Q8_0.gguf b/llemma_7b.Q8_0.gguf new file mode 100644 index 0000000..b792d7d --- /dev/null +++ b/llemma_7b.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1f56d8c612c4c654e6116d4037cbd1414820874196303a5a369a9e89cda13a21 +size 7161230848 diff --git a/llemma_7b.f16.gguf b/llemma_7b.f16.gguf new file mode 100644 index 0000000..c613f83 --- /dev/null +++ b/llemma_7b.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8dd12f53a63a9b546807c35a200838e19d8f29a04f6ccaafeb8604e6281f629b +size 13478368768