From 483bafd76abf48ffa2218c09e9ec5a931163eaab Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Mon, 24 Aug 2026 10:11:18 +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/mllama-3.1-8b-instruct-GGUF Source: Original Platform --- .gitattributes | 48 ++++++++++++++++++++ README.md | 67 ++++++++++++++++++++++++++++ mllama-3.1-8b-instruct.IQ4_XS.gguf | 3 ++ mllama-3.1-8b-instruct.Q2_K.gguf | 3 ++ mllama-3.1-8b-instruct.Q3_K_L.gguf | 3 ++ mllama-3.1-8b-instruct.Q3_K_M.gguf | 3 ++ mllama-3.1-8b-instruct.Q3_K_S.gguf | 3 ++ mllama-3.1-8b-instruct.Q4_0_4_4.gguf | 3 ++ mllama-3.1-8b-instruct.Q4_K_M.gguf | 3 ++ mllama-3.1-8b-instruct.Q4_K_S.gguf | 3 ++ mllama-3.1-8b-instruct.Q5_K_M.gguf | 3 ++ mllama-3.1-8b-instruct.Q5_K_S.gguf | 3 ++ mllama-3.1-8b-instruct.Q6_K.gguf | 3 ++ mllama-3.1-8b-instruct.Q8_0.gguf | 3 ++ mllama-3.1-8b-instruct.f16.gguf | 3 ++ 15 files changed, 154 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 mllama-3.1-8b-instruct.IQ4_XS.gguf create mode 100644 mllama-3.1-8b-instruct.Q2_K.gguf create mode 100644 mllama-3.1-8b-instruct.Q3_K_L.gguf create mode 100644 mllama-3.1-8b-instruct.Q3_K_M.gguf create mode 100644 mllama-3.1-8b-instruct.Q3_K_S.gguf create mode 100644 mllama-3.1-8b-instruct.Q4_0_4_4.gguf create mode 100644 mllama-3.1-8b-instruct.Q4_K_M.gguf create mode 100644 mllama-3.1-8b-instruct.Q4_K_S.gguf create mode 100644 mllama-3.1-8b-instruct.Q5_K_M.gguf create mode 100644 mllama-3.1-8b-instruct.Q5_K_S.gguf create mode 100644 mllama-3.1-8b-instruct.Q6_K.gguf create mode 100644 mllama-3.1-8b-instruct.Q8_0.gguf create mode 100644 mllama-3.1-8b-instruct.f16.gguf diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..13b4a25 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,48 @@ +*.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 +mllama-3.1-8b-instruct.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +mllama-3.1-8b-instruct.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +mllama-3.1-8b-instruct.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +mllama-3.1-8b-instruct.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +mllama-3.1-8b-instruct.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +mllama-3.1-8b-instruct.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +mllama-3.1-8b-instruct.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +mllama-3.1-8b-instruct.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +mllama-3.1-8b-instruct.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +mllama-3.1-8b-instruct.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +mllama-3.1-8b-instruct.f16.gguf filter=lfs diff=lfs merge=lfs -text +mllama-3.1-8b-instruct.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +mllama-3.1-8b-instruct.Q4_0_4_4.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..e3665c3 --- /dev/null +++ b/README.md @@ -0,0 +1,67 @@ +--- +base_model: ehristoforu/mllama-3.1-8b-instruct +language: +- en +library_name: transformers +quantized_by: mradermacher +tags: +- mergekit +- merge +--- +## About + + + + + + +static quants of https://huggingface.co/ehristoforu/mllama-3.1-8b-instruct + + +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/mllama-3.1-8b-instruct-GGUF/resolve/main/mllama-3.1-8b-instruct.Q2_K.gguf) | Q2_K | 3.3 | | +| [GGUF](https://huggingface.co/mradermacher/mllama-3.1-8b-instruct-GGUF/resolve/main/mllama-3.1-8b-instruct.Q3_K_S.gguf) | Q3_K_S | 3.8 | | +| [GGUF](https://huggingface.co/mradermacher/mllama-3.1-8b-instruct-GGUF/resolve/main/mllama-3.1-8b-instruct.Q3_K_M.gguf) | Q3_K_M | 4.1 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/mllama-3.1-8b-instruct-GGUF/resolve/main/mllama-3.1-8b-instruct.Q3_K_L.gguf) | Q3_K_L | 4.4 | | +| [GGUF](https://huggingface.co/mradermacher/mllama-3.1-8b-instruct-GGUF/resolve/main/mllama-3.1-8b-instruct.IQ4_XS.gguf) | IQ4_XS | 4.6 | | +| [GGUF](https://huggingface.co/mradermacher/mllama-3.1-8b-instruct-GGUF/resolve/main/mllama-3.1-8b-instruct.Q4_0_4_4.gguf) | Q4_0_4_4 | 4.8 | fast on arm, low quality | +| [GGUF](https://huggingface.co/mradermacher/mllama-3.1-8b-instruct-GGUF/resolve/main/mllama-3.1-8b-instruct.Q4_K_S.gguf) | Q4_K_S | 4.8 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/mllama-3.1-8b-instruct-GGUF/resolve/main/mllama-3.1-8b-instruct.Q4_K_M.gguf) | Q4_K_M | 5.0 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/mllama-3.1-8b-instruct-GGUF/resolve/main/mllama-3.1-8b-instruct.Q5_K_S.gguf) | Q5_K_S | 5.7 | | +| [GGUF](https://huggingface.co/mradermacher/mllama-3.1-8b-instruct-GGUF/resolve/main/mllama-3.1-8b-instruct.Q5_K_M.gguf) | Q5_K_M | 5.8 | | +| [GGUF](https://huggingface.co/mradermacher/mllama-3.1-8b-instruct-GGUF/resolve/main/mllama-3.1-8b-instruct.Q6_K.gguf) | Q6_K | 6.7 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/mllama-3.1-8b-instruct-GGUF/resolve/main/mllama-3.1-8b-instruct.Q8_0.gguf) | Q8_0 | 8.6 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/mllama-3.1-8b-instruct-GGUF/resolve/main/mllama-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. 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/mllama-3.1-8b-instruct.IQ4_XS.gguf b/mllama-3.1-8b-instruct.IQ4_XS.gguf new file mode 100644 index 0000000..12c396e --- /dev/null +++ b/mllama-3.1-8b-instruct.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3aa29af7e1c97be20eea12a9ef945820acb92feecdedfb2516cbaaaee2b134a9 +size 4484369440 diff --git a/mllama-3.1-8b-instruct.Q2_K.gguf b/mllama-3.1-8b-instruct.Q2_K.gguf new file mode 100644 index 0000000..426d970 --- /dev/null +++ b/mllama-3.1-8b-instruct.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1c34fc25a17a445bcea79650b1eb3ccf085f98f7f948064d17762bd0dadc13a5 +size 3179138080 diff --git a/mllama-3.1-8b-instruct.Q3_K_L.gguf b/mllama-3.1-8b-instruct.Q3_K_L.gguf new file mode 100644 index 0000000..f2bf819 --- /dev/null +++ b/mllama-3.1-8b-instruct.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:48149b3d4dfde382394d6912d96b7eca5c3f57621b9c7715967b3be16cb09014 +size 4321963040 diff --git a/mllama-3.1-8b-instruct.Q3_K_M.gguf b/mllama-3.1-8b-instruct.Q3_K_M.gguf new file mode 100644 index 0000000..864346a --- /dev/null +++ b/mllama-3.1-8b-instruct.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0184143ef733ca91f08d769faf6a0ad2a1b1622dbfeecc9c59223175e83a5346 +size 4018924576 diff --git a/mllama-3.1-8b-instruct.Q3_K_S.gguf b/mllama-3.1-8b-instruct.Q3_K_S.gguf new file mode 100644 index 0000000..998007d --- /dev/null +++ b/mllama-3.1-8b-instruct.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:603d615e37c2b42ea8bc730ee459e3892c01d30528aa83f54058ec3173c3155b +size 3664505888 diff --git a/mllama-3.1-8b-instruct.Q4_0_4_4.gguf b/mllama-3.1-8b-instruct.Q4_0_4_4.gguf new file mode 100644 index 0000000..348f3ef --- /dev/null +++ b/mllama-3.1-8b-instruct.Q4_0_4_4.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a0d4455ba9d99655afb07d160dd91bfa49af3e1e8c3acef1ffda3d65d6a7f9c9 +size 4661218336 diff --git a/mllama-3.1-8b-instruct.Q4_K_M.gguf b/mllama-3.1-8b-instruct.Q4_K_M.gguf new file mode 100644 index 0000000..41d511c --- /dev/null +++ b/mllama-3.1-8b-instruct.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:315d5235301fe967450be542359ed8bc69a2d10058765acf7ce2784daddb8d62 +size 4920740896 diff --git a/mllama-3.1-8b-instruct.Q4_K_S.gguf b/mllama-3.1-8b-instruct.Q4_K_S.gguf new file mode 100644 index 0000000..bb3f811 --- /dev/null +++ b/mllama-3.1-8b-instruct.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:280bf39cb19d8d5d2df9d85c2c64470e7092e74e4070d61c4219302650840db8 +size 4692675616 diff --git a/mllama-3.1-8b-instruct.Q5_K_M.gguf b/mllama-3.1-8b-instruct.Q5_K_M.gguf new file mode 100644 index 0000000..9f8a928 --- /dev/null +++ b/mllama-3.1-8b-instruct.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0fa4b65634c095ba536a7ed05adbb627814041882cf72e941d1a90060bf85a80 +size 5732994080 diff --git a/mllama-3.1-8b-instruct.Q5_K_S.gguf b/mllama-3.1-8b-instruct.Q5_K_S.gguf new file mode 100644 index 0000000..68109c6 --- /dev/null +++ b/mllama-3.1-8b-instruct.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:28a4ff3e671e64141e297ca84622e7b1d574d385f890bd9b7f750d912da4a8f0 +size 5599300640 diff --git a/mllama-3.1-8b-instruct.Q6_K.gguf b/mllama-3.1-8b-instruct.Q6_K.gguf new file mode 100644 index 0000000..7e0f16d --- /dev/null +++ b/mllama-3.1-8b-instruct.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:40421119fd4b3f517232748d2fb84897b6e901b48b3f18b8798bb2ede14e2f2d +size 6596013088 diff --git a/mllama-3.1-8b-instruct.Q8_0.gguf b/mllama-3.1-8b-instruct.Q8_0.gguf new file mode 100644 index 0000000..c71e85f --- /dev/null +++ b/mllama-3.1-8b-instruct.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:81348ac90e8c2d888b50822fcf8802d68cb7a925a2948a80d8563d4d3e4c66ba +size 8540777504 diff --git a/mllama-3.1-8b-instruct.f16.gguf b/mllama-3.1-8b-instruct.f16.gguf new file mode 100644 index 0000000..2ebb4c2 --- /dev/null +++ b/mllama-3.1-8b-instruct.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fe933ae51fcff395d5e5309f0159d31165d275df8dd75d03de2477760f38160b +size 16068897824