From 6cd27122cfd9ed8a7cfa4b8bf9449bb8f3f0c63d Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Sun, 10 May 2026 03:32:23 +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/Llama-3.2-MedIT-SUN-2.5B-BT-GRPO-GGUF Source: Original Platform --- .gitattributes | 47 ++++++++++++++ Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.IQ4_XS.gguf | 3 + Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.Q2_K.gguf | 3 + Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.Q3_K_L.gguf | 3 + Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.Q3_K_M.gguf | 3 + Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.Q3_K_S.gguf | 3 + Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.Q4_K_M.gguf | 3 + Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.Q4_K_S.gguf | 3 + Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.Q5_K_M.gguf | 3 + Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.Q5_K_S.gguf | 3 + Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.Q6_K.gguf | 3 + Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.Q8_0.gguf | 3 + Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.f16.gguf | 3 + README.md | 68 ++++++++++++++++++++ 14 files changed, 151 insertions(+) create mode 100644 .gitattributes create mode 100644 Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.IQ4_XS.gguf create mode 100644 Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.Q2_K.gguf create mode 100644 Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.Q3_K_L.gguf create mode 100644 Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.Q3_K_M.gguf create mode 100644 Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.Q3_K_S.gguf create mode 100644 Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.Q4_K_M.gguf create mode 100644 Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.Q4_K_S.gguf create mode 100644 Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.Q5_K_M.gguf create mode 100644 Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.Q5_K_S.gguf create mode 100644 Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.Q6_K.gguf create mode 100644 Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.Q8_0.gguf create mode 100644 Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.f16.gguf create mode 100644 README.md diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..5774aa3 --- /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 +Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.IQ4_XS.gguf b/Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.IQ4_XS.gguf new file mode 100644 index 0000000..bcde3c3 --- /dev/null +++ b/Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0a618a02230dcdd5a73b118f5ebb6a4c9cbf726c048d4ef02e9ba8d241d4b484 +size 1413016608 diff --git a/Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.Q2_K.gguf b/Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.Q2_K.gguf new file mode 100644 index 0000000..be24ccb --- /dev/null +++ b/Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a8dbb6968c7cb12009f19b1cf4038bc2bd3f6a59d2a43586828dbbe2d956d05c +size 1024641248 diff --git a/Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.Q3_K_L.gguf b/Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.Q3_K_L.gguf new file mode 100644 index 0000000..1f1b37d --- /dev/null +++ b/Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cdb1bb37c4dc52864f4360574f5aeca770ba0d168002ed92cc341e3ac4ebe5db +size 1354619520 diff --git a/Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.Q3_K_M.gguf b/Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.Q3_K_M.gguf new file mode 100644 index 0000000..009f39c --- /dev/null +++ b/Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1a9ef5817824db791195f01bbf6a5c9f52aaed13cf42ef7b9f0dd00330fca87f +size 1270995584 diff --git a/Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.Q3_K_S.gguf b/Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.Q3_K_S.gguf new file mode 100644 index 0000000..766848a --- /dev/null +++ b/Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d19dc623fbd8c4e8fa4b03bfafea215f90d4ed8ade6c70d81aa1f4446fa1aee8 +size 1172953728 diff --git a/Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.Q4_K_M.gguf b/Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.Q4_K_M.gguf new file mode 100644 index 0000000..947d46e --- /dev/null +++ b/Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a0b884e97578a852c0a46cb2b8cf7e7a2a5e1ddb8682163161afe245862e97aa +size 1539845280 diff --git a/Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.Q4_K_S.gguf b/Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.Q4_K_S.gguf new file mode 100644 index 0000000..57261be --- /dev/null +++ b/Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1ae84fba89b11b1b6e725877620a09018e85c43c24e072843e468af7c7891be0 +size 1475226784 diff --git a/Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.Q5_K_M.gguf b/Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.Q5_K_M.gguf new file mode 100644 index 0000000..e945f2a --- /dev/null +++ b/Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ca8f747a31db8c943f864eea819a014016c29e7496f9fb2b01c7297eeaf0d7e8 +size 1780297376 diff --git a/Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.Q5_K_S.gguf b/Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.Q5_K_S.gguf new file mode 100644 index 0000000..f2e668f --- /dev/null +++ b/Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:46f510480b9c2e07292bcf151ccc06c958ee781717060a4866089d35ed8ceafe +size 1742417568 diff --git a/Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.Q6_K.gguf b/Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.Q6_K.gguf new file mode 100644 index 0000000..547582f --- /dev/null +++ b/Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b34ba8c0546c48df5f2b81b0df6d1207b03561ecf3b3145e45ff76a09bc18d70 +size 2035777728 diff --git a/Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.Q8_0.gguf b/Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.Q8_0.gguf new file mode 100644 index 0000000..2b3d2b1 --- /dev/null +++ b/Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:542f73a145f77881a696d730607e16e25db7db882a731245fdad63559d97719f +size 2634344576 diff --git a/Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.f16.gguf b/Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.f16.gguf new file mode 100644 index 0000000..64f5d31 --- /dev/null +++ b/Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f6f812c8bd17f3f2b439260fda5580271869f7d6bf33c52b2ecb88f9d798b156 +size 4951377536 diff --git a/README.md b/README.md new file mode 100644 index 0000000..2af2b0a --- /dev/null +++ b/README.md @@ -0,0 +1,68 @@ +--- +base_model: mkurman/Llama-3.2-MedIT-SUN-2.5B-BT-GRPO +datasets: +- open-thoughts/OpenThoughts-114k +- Jiayi-Pan/Countdown-Tasks-3to4 +- FreedomIntelligence/medical-o1-verifiable-problem +language: +- en +library_name: transformers +license: llama3.2 +quantized_by: mradermacher +--- +## About + + + + + + +static quants of https://huggingface.co/mkurman/Llama-3.2-MedIT-SUN-2.5B-BT-GRPO + + +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/Llama-3.2-MedIT-SUN-2.5B-BT-GRPO-GGUF/resolve/main/Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.Q2_K.gguf) | Q2_K | 1.1 | | +| [GGUF](https://huggingface.co/mradermacher/Llama-3.2-MedIT-SUN-2.5B-BT-GRPO-GGUF/resolve/main/Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.Q3_K_S.gguf) | Q3_K_S | 1.3 | | +| [GGUF](https://huggingface.co/mradermacher/Llama-3.2-MedIT-SUN-2.5B-BT-GRPO-GGUF/resolve/main/Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.Q3_K_M.gguf) | Q3_K_M | 1.4 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Llama-3.2-MedIT-SUN-2.5B-BT-GRPO-GGUF/resolve/main/Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.Q3_K_L.gguf) | Q3_K_L | 1.5 | | +| [GGUF](https://huggingface.co/mradermacher/Llama-3.2-MedIT-SUN-2.5B-BT-GRPO-GGUF/resolve/main/Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.IQ4_XS.gguf) | IQ4_XS | 1.5 | | +| [GGUF](https://huggingface.co/mradermacher/Llama-3.2-MedIT-SUN-2.5B-BT-GRPO-GGUF/resolve/main/Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.Q4_K_S.gguf) | Q4_K_S | 1.6 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Llama-3.2-MedIT-SUN-2.5B-BT-GRPO-GGUF/resolve/main/Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.Q4_K_M.gguf) | Q4_K_M | 1.6 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Llama-3.2-MedIT-SUN-2.5B-BT-GRPO-GGUF/resolve/main/Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.Q5_K_S.gguf) | Q5_K_S | 1.8 | | +| [GGUF](https://huggingface.co/mradermacher/Llama-3.2-MedIT-SUN-2.5B-BT-GRPO-GGUF/resolve/main/Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.Q5_K_M.gguf) | Q5_K_M | 1.9 | | +| [GGUF](https://huggingface.co/mradermacher/Llama-3.2-MedIT-SUN-2.5B-BT-GRPO-GGUF/resolve/main/Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.Q6_K.gguf) | Q6_K | 2.1 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/Llama-3.2-MedIT-SUN-2.5B-BT-GRPO-GGUF/resolve/main/Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.Q8_0.gguf) | Q8_0 | 2.7 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/Llama-3.2-MedIT-SUN-2.5B-BT-GRPO-GGUF/resolve/main/Llama-3.2-MedIT-SUN-2.5B-BT-GRPO.f16.gguf) | f16 | 5.1 | 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. + +