commit 7437a4571c3ec47a30c77be74c362a570e4c75ca Author: ModelHub XC Date: Sun Jul 5 10:55:15 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/GanitLLM-1.7B_SFT_CGRPO-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..be8d5e7 --- /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 +GanitLLM-1.7B_SFT_CGRPO.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +GanitLLM-1.7B_SFT_CGRPO.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +GanitLLM-1.7B_SFT_CGRPO.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +GanitLLM-1.7B_SFT_CGRPO.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +GanitLLM-1.7B_SFT_CGRPO.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +GanitLLM-1.7B_SFT_CGRPO.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +GanitLLM-1.7B_SFT_CGRPO.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +GanitLLM-1.7B_SFT_CGRPO.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +GanitLLM-1.7B_SFT_CGRPO.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +GanitLLM-1.7B_SFT_CGRPO.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +GanitLLM-1.7B_SFT_CGRPO.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +GanitLLM-1.7B_SFT_CGRPO.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/GanitLLM-1.7B_SFT_CGRPO.IQ4_XS.gguf b/GanitLLM-1.7B_SFT_CGRPO.IQ4_XS.gguf new file mode 100644 index 0000000..90f583f --- /dev/null +++ b/GanitLLM-1.7B_SFT_CGRPO.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1bbf498f8b23179f143461c01e4e4db7883ce396545a7ac31c7f343fd5891df9 +size 1181588352 diff --git a/GanitLLM-1.7B_SFT_CGRPO.Q2_K.gguf b/GanitLLM-1.7B_SFT_CGRPO.Q2_K.gguf new file mode 100644 index 0000000..e3c16f1 --- /dev/null +++ b/GanitLLM-1.7B_SFT_CGRPO.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0c1bc2c75c491faba9bcd58f1b155367de1cf9b20f0d57d24cf473ce6a25a8ef +size 879897472 diff --git a/GanitLLM-1.7B_SFT_CGRPO.Q3_K_L.gguf b/GanitLLM-1.7B_SFT_CGRPO.Q3_K_L.gguf new file mode 100644 index 0000000..f5aacb6 --- /dev/null +++ b/GanitLLM-1.7B_SFT_CGRPO.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:28b0c41582c6c4f09fc2c42c861c6ec3fec310c7c4c01fa66f432079c81371de +size 1137206144 diff --git a/GanitLLM-1.7B_SFT_CGRPO.Q3_K_M.gguf b/GanitLLM-1.7B_SFT_CGRPO.Q3_K_M.gguf new file mode 100644 index 0000000..ed77d6e --- /dev/null +++ b/GanitLLM-1.7B_SFT_CGRPO.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:16ba2699e8840158a3ec97017bdeaab1b53229c29e3f35a9058ab2590e32f4eb +size 1073243008 diff --git a/GanitLLM-1.7B_SFT_CGRPO.Q3_K_S.gguf b/GanitLLM-1.7B_SFT_CGRPO.Q3_K_S.gguf new file mode 100644 index 0000000..abd903b --- /dev/null +++ b/GanitLLM-1.7B_SFT_CGRPO.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a504a9551e6f6f450ffb59166872e2222d1588224bd3409ff5928484cc02d23c +size 1000956800 diff --git a/GanitLLM-1.7B_SFT_CGRPO.Q4_K_M.gguf b/GanitLLM-1.7B_SFT_CGRPO.Q4_K_M.gguf new file mode 100644 index 0000000..c05c041 --- /dev/null +++ b/GanitLLM-1.7B_SFT_CGRPO.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cc816a65388f478c59c34a9639a0e2371da7156da76054843c3ddf4b4363d645 +size 1282440064 diff --git a/GanitLLM-1.7B_SFT_CGRPO.Q4_K_S.gguf b/GanitLLM-1.7B_SFT_CGRPO.Q4_K_S.gguf new file mode 100644 index 0000000..d8bc32d --- /dev/null +++ b/GanitLLM-1.7B_SFT_CGRPO.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:41892958aad6471ec7f0f2db6327a801f01ed5a6ab7ab616e26d969b955f28a0 +size 1235221376 diff --git a/GanitLLM-1.7B_SFT_CGRPO.Q5_K_M.gguf b/GanitLLM-1.7B_SFT_CGRPO.Q5_K_M.gguf new file mode 100644 index 0000000..083a5c8 --- /dev/null +++ b/GanitLLM-1.7B_SFT_CGRPO.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a06e98c97ef3203423d1a36389777057ed789e21d8e481da26ea00125c6266f1 +size 1471806336 diff --git a/GanitLLM-1.7B_SFT_CGRPO.Q5_K_S.gguf b/GanitLLM-1.7B_SFT_CGRPO.Q5_K_S.gguf new file mode 100644 index 0000000..11f7dc0 --- /dev/null +++ b/GanitLLM-1.7B_SFT_CGRPO.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:791194fb737ba2c81563773b94235298ff13117ff4d713cf0e7fcc7a57b0861d +size 1444510592 diff --git a/GanitLLM-1.7B_SFT_CGRPO.Q6_K.gguf b/GanitLLM-1.7B_SFT_CGRPO.Q6_K.gguf new file mode 100644 index 0000000..f598d8f --- /dev/null +++ b/GanitLLM-1.7B_SFT_CGRPO.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ee93b6c1f34289171d99b22d2ae7a75762871eb7950880bb6ea786410a8d0836 +size 1673008000 diff --git a/GanitLLM-1.7B_SFT_CGRPO.Q8_0.gguf b/GanitLLM-1.7B_SFT_CGRPO.Q8_0.gguf new file mode 100644 index 0000000..6415289 --- /dev/null +++ b/GanitLLM-1.7B_SFT_CGRPO.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:52da9d10605949bfd64df67fb095241ad0685f5096fc99d6362e3268c6316d9e +size 2165040000 diff --git a/GanitLLM-1.7B_SFT_CGRPO.f16.gguf b/GanitLLM-1.7B_SFT_CGRPO.f16.gguf new file mode 100644 index 0000000..f45dddf --- /dev/null +++ b/GanitLLM-1.7B_SFT_CGRPO.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:010fdbe163e1b110901144f9bca190f234785ce0f92f6ecb2462b68234a5f549 +size 4069680000 diff --git a/README.md b/README.md new file mode 100644 index 0000000..4c62c11 --- /dev/null +++ b/README.md @@ -0,0 +1,81 @@ +--- +base_model: dipta007/GanitLLM-1.7B_SFT_CGRPO +datasets: +- dipta007/Ganit +language: +- bn +- en +library_name: transformers +license: apache-2.0 +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- math +- bengali +- reasoning +- grpo +- curriculum-learning +--- +## About + + + + + + + + + +static quants of https://huggingface.co/dipta007/GanitLLM-1.7B_SFT_CGRPO + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#GanitLLM-1.7B_SFT_CGRPO-GGUF).*** + +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/GanitLLM-1.7B_SFT_CGRPO-GGUF/resolve/main/GanitLLM-1.7B_SFT_CGRPO.Q2_K.gguf) | Q2_K | 1.0 | | +| [GGUF](https://huggingface.co/mradermacher/GanitLLM-1.7B_SFT_CGRPO-GGUF/resolve/main/GanitLLM-1.7B_SFT_CGRPO.Q3_K_S.gguf) | Q3_K_S | 1.1 | | +| [GGUF](https://huggingface.co/mradermacher/GanitLLM-1.7B_SFT_CGRPO-GGUF/resolve/main/GanitLLM-1.7B_SFT_CGRPO.Q3_K_M.gguf) | Q3_K_M | 1.2 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/GanitLLM-1.7B_SFT_CGRPO-GGUF/resolve/main/GanitLLM-1.7B_SFT_CGRPO.Q3_K_L.gguf) | Q3_K_L | 1.2 | | +| [GGUF](https://huggingface.co/mradermacher/GanitLLM-1.7B_SFT_CGRPO-GGUF/resolve/main/GanitLLM-1.7B_SFT_CGRPO.IQ4_XS.gguf) | IQ4_XS | 1.3 | | +| [GGUF](https://huggingface.co/mradermacher/GanitLLM-1.7B_SFT_CGRPO-GGUF/resolve/main/GanitLLM-1.7B_SFT_CGRPO.Q4_K_S.gguf) | Q4_K_S | 1.3 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/GanitLLM-1.7B_SFT_CGRPO-GGUF/resolve/main/GanitLLM-1.7B_SFT_CGRPO.Q4_K_M.gguf) | Q4_K_M | 1.4 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/GanitLLM-1.7B_SFT_CGRPO-GGUF/resolve/main/GanitLLM-1.7B_SFT_CGRPO.Q5_K_S.gguf) | Q5_K_S | 1.5 | | +| [GGUF](https://huggingface.co/mradermacher/GanitLLM-1.7B_SFT_CGRPO-GGUF/resolve/main/GanitLLM-1.7B_SFT_CGRPO.Q5_K_M.gguf) | Q5_K_M | 1.6 | | +| [GGUF](https://huggingface.co/mradermacher/GanitLLM-1.7B_SFT_CGRPO-GGUF/resolve/main/GanitLLM-1.7B_SFT_CGRPO.Q6_K.gguf) | Q6_K | 1.8 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/GanitLLM-1.7B_SFT_CGRPO-GGUF/resolve/main/GanitLLM-1.7B_SFT_CGRPO.Q8_0.gguf) | Q8_0 | 2.3 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/GanitLLM-1.7B_SFT_CGRPO-GGUF/resolve/main/GanitLLM-1.7B_SFT_CGRPO.f16.gguf) | f16 | 4.2 | 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. + +