From 12e1ef9de3dd91d0f4fabf030416978825a1f4af Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Sun, 19 Jul 2026 07:40:10 +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/CollabLLM-math-Llama-3.1-8B-Instruct-GGUF Source: Original Platform --- .gitattributes | 47 ++++++++++++ ...LLM-math-Llama-3.1-8B-Instruct.IQ4_XS.gguf | 3 + ...abLLM-math-Llama-3.1-8B-Instruct.Q2_K.gguf | 3 + ...LLM-math-Llama-3.1-8B-Instruct.Q3_K_L.gguf | 3 + ...LLM-math-Llama-3.1-8B-Instruct.Q3_K_M.gguf | 3 + ...LLM-math-Llama-3.1-8B-Instruct.Q3_K_S.gguf | 3 + ...LLM-math-Llama-3.1-8B-Instruct.Q4_K_M.gguf | 3 + ...LLM-math-Llama-3.1-8B-Instruct.Q4_K_S.gguf | 3 + ...LLM-math-Llama-3.1-8B-Instruct.Q5_K_M.gguf | 3 + ...LLM-math-Llama-3.1-8B-Instruct.Q5_K_S.gguf | 3 + ...abLLM-math-Llama-3.1-8B-Instruct.Q6_K.gguf | 3 + ...abLLM-math-Llama-3.1-8B-Instruct.Q8_0.gguf | 3 + CollabLLM-math-Llama-3.1-8B-Instruct.f16.gguf | 3 + README.md | 72 +++++++++++++++++++ 14 files changed, 155 insertions(+) create mode 100644 .gitattributes create mode 100644 CollabLLM-math-Llama-3.1-8B-Instruct.IQ4_XS.gguf create mode 100644 CollabLLM-math-Llama-3.1-8B-Instruct.Q2_K.gguf create mode 100644 CollabLLM-math-Llama-3.1-8B-Instruct.Q3_K_L.gguf create mode 100644 CollabLLM-math-Llama-3.1-8B-Instruct.Q3_K_M.gguf create mode 100644 CollabLLM-math-Llama-3.1-8B-Instruct.Q3_K_S.gguf create mode 100644 CollabLLM-math-Llama-3.1-8B-Instruct.Q4_K_M.gguf create mode 100644 CollabLLM-math-Llama-3.1-8B-Instruct.Q4_K_S.gguf create mode 100644 CollabLLM-math-Llama-3.1-8B-Instruct.Q5_K_M.gguf create mode 100644 CollabLLM-math-Llama-3.1-8B-Instruct.Q5_K_S.gguf create mode 100644 CollabLLM-math-Llama-3.1-8B-Instruct.Q6_K.gguf create mode 100644 CollabLLM-math-Llama-3.1-8B-Instruct.Q8_0.gguf create mode 100644 CollabLLM-math-Llama-3.1-8B-Instruct.f16.gguf create mode 100644 README.md diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..07c2fb8 --- /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 +CollabLLM-math-Llama-3.1-8B-Instruct.f16.gguf filter=lfs diff=lfs merge=lfs -text +CollabLLM-math-Llama-3.1-8B-Instruct.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +CollabLLM-math-Llama-3.1-8B-Instruct.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +CollabLLM-math-Llama-3.1-8B-Instruct.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +CollabLLM-math-Llama-3.1-8B-Instruct.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +CollabLLM-math-Llama-3.1-8B-Instruct.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +CollabLLM-math-Llama-3.1-8B-Instruct.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +CollabLLM-math-Llama-3.1-8B-Instruct.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +CollabLLM-math-Llama-3.1-8B-Instruct.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +CollabLLM-math-Llama-3.1-8B-Instruct.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +CollabLLM-math-Llama-3.1-8B-Instruct.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +CollabLLM-math-Llama-3.1-8B-Instruct.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/CollabLLM-math-Llama-3.1-8B-Instruct.IQ4_XS.gguf b/CollabLLM-math-Llama-3.1-8B-Instruct.IQ4_XS.gguf new file mode 100644 index 0000000..6902adf --- /dev/null +++ b/CollabLLM-math-Llama-3.1-8B-Instruct.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4e6f21c40f33583d118b153e2eced2691f002192201e2a7f176737808fcc0c54 +size 4484367904 diff --git a/CollabLLM-math-Llama-3.1-8B-Instruct.Q2_K.gguf b/CollabLLM-math-Llama-3.1-8B-Instruct.Q2_K.gguf new file mode 100644 index 0000000..e91114f --- /dev/null +++ b/CollabLLM-math-Llama-3.1-8B-Instruct.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8c698cf7dfc248807e4abccf11f291bda28e039a262d1da486922fe5ba6408af +size 3179136544 diff --git a/CollabLLM-math-Llama-3.1-8B-Instruct.Q3_K_L.gguf b/CollabLLM-math-Llama-3.1-8B-Instruct.Q3_K_L.gguf new file mode 100644 index 0000000..a1d60bf --- /dev/null +++ b/CollabLLM-math-Llama-3.1-8B-Instruct.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1c86f3b523a08e8fe214d3ba8ad2d405050ab916c8f8fa7392cf88c5665f7974 +size 4321961504 diff --git a/CollabLLM-math-Llama-3.1-8B-Instruct.Q3_K_M.gguf b/CollabLLM-math-Llama-3.1-8B-Instruct.Q3_K_M.gguf new file mode 100644 index 0000000..73fb448 --- /dev/null +++ b/CollabLLM-math-Llama-3.1-8B-Instruct.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f1dbd7754e870f27e86887ca658526262a9e71737d47db5751a872b36d786550 +size 4018923040 diff --git a/CollabLLM-math-Llama-3.1-8B-Instruct.Q3_K_S.gguf b/CollabLLM-math-Llama-3.1-8B-Instruct.Q3_K_S.gguf new file mode 100644 index 0000000..60f14e2 --- /dev/null +++ b/CollabLLM-math-Llama-3.1-8B-Instruct.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:959826b3eb65ca75e4620c443a638d56d783f84a3b5797494bbb264771537855 +size 3664504352 diff --git a/CollabLLM-math-Llama-3.1-8B-Instruct.Q4_K_M.gguf b/CollabLLM-math-Llama-3.1-8B-Instruct.Q4_K_M.gguf new file mode 100644 index 0000000..48d2746 --- /dev/null +++ b/CollabLLM-math-Llama-3.1-8B-Instruct.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e616b0f4b40ee41cdc712ce3c4faf215990c286741d95151ddb6cfac4cc7ee6d +size 4920739360 diff --git a/CollabLLM-math-Llama-3.1-8B-Instruct.Q4_K_S.gguf b/CollabLLM-math-Llama-3.1-8B-Instruct.Q4_K_S.gguf new file mode 100644 index 0000000..7bd5199 --- /dev/null +++ b/CollabLLM-math-Llama-3.1-8B-Instruct.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:601b54d043ee8f73f1e577dec8318ad4551754489b6184300b9e449b7a7672fc +size 4692674080 diff --git a/CollabLLM-math-Llama-3.1-8B-Instruct.Q5_K_M.gguf b/CollabLLM-math-Llama-3.1-8B-Instruct.Q5_K_M.gguf new file mode 100644 index 0000000..7ee717f --- /dev/null +++ b/CollabLLM-math-Llama-3.1-8B-Instruct.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2c15f4f268cda3cee731febdd5c9fabf9319208347fea78a2c5368eccab080b2 +size 5732992544 diff --git a/CollabLLM-math-Llama-3.1-8B-Instruct.Q5_K_S.gguf b/CollabLLM-math-Llama-3.1-8B-Instruct.Q5_K_S.gguf new file mode 100644 index 0000000..d0c5e2a --- /dev/null +++ b/CollabLLM-math-Llama-3.1-8B-Instruct.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:54f7757e3086a689ab14a07c68b7f70aa9f631e145c7f6594dcd97df980c25fa +size 5599299104 diff --git a/CollabLLM-math-Llama-3.1-8B-Instruct.Q6_K.gguf b/CollabLLM-math-Llama-3.1-8B-Instruct.Q6_K.gguf new file mode 100644 index 0000000..0153a19 --- /dev/null +++ b/CollabLLM-math-Llama-3.1-8B-Instruct.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7069c39a43b910c4783ecc88b9140da8fc150e5a53bc3630ae0f34cb8c3a43bb +size 6596011552 diff --git a/CollabLLM-math-Llama-3.1-8B-Instruct.Q8_0.gguf b/CollabLLM-math-Llama-3.1-8B-Instruct.Q8_0.gguf new file mode 100644 index 0000000..18101e8 --- /dev/null +++ b/CollabLLM-math-Llama-3.1-8B-Instruct.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:721f4886a78f703a750a6eeebae1934c52f65867278a034df46a00b29fde81d3 +size 8540775968 diff --git a/CollabLLM-math-Llama-3.1-8B-Instruct.f16.gguf b/CollabLLM-math-Llama-3.1-8B-Instruct.f16.gguf new file mode 100644 index 0000000..44c794d --- /dev/null +++ b/CollabLLM-math-Llama-3.1-8B-Instruct.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:becdd6909ed3e5b4d03bd91a250731c3e4290aab346ffcab8dd7683ef8588fe1 +size 16068896288 diff --git a/README.md b/README.md new file mode 100644 index 0000000..6fc5e3b --- /dev/null +++ b/README.md @@ -0,0 +1,72 @@ +--- +base_model: yongchanghao/CollabLLM-math-Llama-3.1-8B-Instruct +language: +- en +library_name: transformers +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: [] +--- +## About + + + + + + + + + +static quants of https://huggingface.co/yongchanghao/CollabLLM-math-Llama-3.1-8B-Instruct + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#CollabLLM-math-Llama-3.1-8B-Instruct-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/CollabLLM-math-Llama-3.1-8B-Instruct-GGUF/resolve/main/CollabLLM-math-Llama-3.1-8B-Instruct.Q2_K.gguf) | Q2_K | 3.3 | | +| [GGUF](https://huggingface.co/mradermacher/CollabLLM-math-Llama-3.1-8B-Instruct-GGUF/resolve/main/CollabLLM-math-Llama-3.1-8B-Instruct.Q3_K_S.gguf) | Q3_K_S | 3.8 | | +| [GGUF](https://huggingface.co/mradermacher/CollabLLM-math-Llama-3.1-8B-Instruct-GGUF/resolve/main/CollabLLM-math-Llama-3.1-8B-Instruct.Q3_K_M.gguf) | Q3_K_M | 4.1 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/CollabLLM-math-Llama-3.1-8B-Instruct-GGUF/resolve/main/CollabLLM-math-Llama-3.1-8B-Instruct.Q3_K_L.gguf) | Q3_K_L | 4.4 | | +| [GGUF](https://huggingface.co/mradermacher/CollabLLM-math-Llama-3.1-8B-Instruct-GGUF/resolve/main/CollabLLM-math-Llama-3.1-8B-Instruct.IQ4_XS.gguf) | IQ4_XS | 4.6 | | +| [GGUF](https://huggingface.co/mradermacher/CollabLLM-math-Llama-3.1-8B-Instruct-GGUF/resolve/main/CollabLLM-math-Llama-3.1-8B-Instruct.Q4_K_S.gguf) | Q4_K_S | 4.8 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/CollabLLM-math-Llama-3.1-8B-Instruct-GGUF/resolve/main/CollabLLM-math-Llama-3.1-8B-Instruct.Q4_K_M.gguf) | Q4_K_M | 5.0 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/CollabLLM-math-Llama-3.1-8B-Instruct-GGUF/resolve/main/CollabLLM-math-Llama-3.1-8B-Instruct.Q5_K_S.gguf) | Q5_K_S | 5.7 | | +| [GGUF](https://huggingface.co/mradermacher/CollabLLM-math-Llama-3.1-8B-Instruct-GGUF/resolve/main/CollabLLM-math-Llama-3.1-8B-Instruct.Q5_K_M.gguf) | Q5_K_M | 5.8 | | +| [GGUF](https://huggingface.co/mradermacher/CollabLLM-math-Llama-3.1-8B-Instruct-GGUF/resolve/main/CollabLLM-math-Llama-3.1-8B-Instruct.Q6_K.gguf) | Q6_K | 6.7 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/CollabLLM-math-Llama-3.1-8B-Instruct-GGUF/resolve/main/CollabLLM-math-Llama-3.1-8B-Instruct.Q8_0.gguf) | Q8_0 | 8.6 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/CollabLLM-math-Llama-3.1-8B-Instruct-GGUF/resolve/main/CollabLLM-math-Llama-3.1-8B-Instruct.f16.gguf) | f16 | 16.2 | 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. + +