From 32c2e8feb1ec473e4f9b8629ce23f23db6968acb Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Thu, 25 Jun 2026 23:57:17 +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-3.2-1b-airoboros-merged-GGUF Source: Original Platform --- .gitattributes | 47 ++++++++++++++++ README.md | 66 +++++++++++++++++++++++ llama-3.2-1b-airoboros-merged.IQ4_XS.gguf | 3 ++ llama-3.2-1b-airoboros-merged.Q2_K.gguf | 3 ++ llama-3.2-1b-airoboros-merged.Q3_K_L.gguf | 3 ++ llama-3.2-1b-airoboros-merged.Q3_K_M.gguf | 3 ++ llama-3.2-1b-airoboros-merged.Q3_K_S.gguf | 3 ++ llama-3.2-1b-airoboros-merged.Q4_K_M.gguf | 3 ++ llama-3.2-1b-airoboros-merged.Q4_K_S.gguf | 3 ++ llama-3.2-1b-airoboros-merged.Q5_K_M.gguf | 3 ++ llama-3.2-1b-airoboros-merged.Q5_K_S.gguf | 3 ++ llama-3.2-1b-airoboros-merged.Q6_K.gguf | 3 ++ llama-3.2-1b-airoboros-merged.Q8_0.gguf | 3 ++ llama-3.2-1b-airoboros-merged.f16.gguf | 3 ++ 14 files changed, 149 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 llama-3.2-1b-airoboros-merged.IQ4_XS.gguf create mode 100644 llama-3.2-1b-airoboros-merged.Q2_K.gguf create mode 100644 llama-3.2-1b-airoboros-merged.Q3_K_L.gguf create mode 100644 llama-3.2-1b-airoboros-merged.Q3_K_M.gguf create mode 100644 llama-3.2-1b-airoboros-merged.Q3_K_S.gguf create mode 100644 llama-3.2-1b-airoboros-merged.Q4_K_M.gguf create mode 100644 llama-3.2-1b-airoboros-merged.Q4_K_S.gguf create mode 100644 llama-3.2-1b-airoboros-merged.Q5_K_M.gguf create mode 100644 llama-3.2-1b-airoboros-merged.Q5_K_S.gguf create mode 100644 llama-3.2-1b-airoboros-merged.Q6_K.gguf create mode 100644 llama-3.2-1b-airoboros-merged.Q8_0.gguf create mode 100644 llama-3.2-1b-airoboros-merged.f16.gguf diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..e350150 --- /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-3.2-1b-airoboros-merged.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +llama-3.2-1b-airoboros-merged.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +llama-3.2-1b-airoboros-merged.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +llama-3.2-1b-airoboros-merged.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +llama-3.2-1b-airoboros-merged.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +llama-3.2-1b-airoboros-merged.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +llama-3.2-1b-airoboros-merged.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +llama-3.2-1b-airoboros-merged.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +llama-3.2-1b-airoboros-merged.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +llama-3.2-1b-airoboros-merged.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +llama-3.2-1b-airoboros-merged.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +llama-3.2-1b-airoboros-merged.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..c7f4649 --- /dev/null +++ b/README.md @@ -0,0 +1,66 @@ +--- +base_model: bedio/llama-3.2-1b-airoboros-merged +language: +- en +library_name: transformers +license: llama3.2 +quantized_by: mradermacher +tags: +- generated_from_trainer +--- +## About + + + + + + +static quants of https://huggingface.co/bedio/llama-3.2-1b-airoboros-merged + + +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-3.2-1b-airoboros-merged-GGUF/resolve/main/llama-3.2-1b-airoboros-merged.Q2_K.gguf) | Q2_K | 0.7 | | +| [GGUF](https://huggingface.co/mradermacher/llama-3.2-1b-airoboros-merged-GGUF/resolve/main/llama-3.2-1b-airoboros-merged.Q3_K_S.gguf) | Q3_K_S | 0.7 | | +| [GGUF](https://huggingface.co/mradermacher/llama-3.2-1b-airoboros-merged-GGUF/resolve/main/llama-3.2-1b-airoboros-merged.Q3_K_M.gguf) | Q3_K_M | 0.8 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/llama-3.2-1b-airoboros-merged-GGUF/resolve/main/llama-3.2-1b-airoboros-merged.Q3_K_L.gguf) | Q3_K_L | 0.8 | | +| [GGUF](https://huggingface.co/mradermacher/llama-3.2-1b-airoboros-merged-GGUF/resolve/main/llama-3.2-1b-airoboros-merged.IQ4_XS.gguf) | IQ4_XS | 0.8 | | +| [GGUF](https://huggingface.co/mradermacher/llama-3.2-1b-airoboros-merged-GGUF/resolve/main/llama-3.2-1b-airoboros-merged.Q4_K_S.gguf) | Q4_K_S | 0.9 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/llama-3.2-1b-airoboros-merged-GGUF/resolve/main/llama-3.2-1b-airoboros-merged.Q4_K_M.gguf) | Q4_K_M | 0.9 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/llama-3.2-1b-airoboros-merged-GGUF/resolve/main/llama-3.2-1b-airoboros-merged.Q5_K_S.gguf) | Q5_K_S | 1.0 | | +| [GGUF](https://huggingface.co/mradermacher/llama-3.2-1b-airoboros-merged-GGUF/resolve/main/llama-3.2-1b-airoboros-merged.Q5_K_M.gguf) | Q5_K_M | 1.0 | | +| [GGUF](https://huggingface.co/mradermacher/llama-3.2-1b-airoboros-merged-GGUF/resolve/main/llama-3.2-1b-airoboros-merged.Q6_K.gguf) | Q6_K | 1.1 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/llama-3.2-1b-airoboros-merged-GGUF/resolve/main/llama-3.2-1b-airoboros-merged.Q8_0.gguf) | Q8_0 | 1.4 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/llama-3.2-1b-airoboros-merged-GGUF/resolve/main/llama-3.2-1b-airoboros-merged.f16.gguf) | f16 | 2.6 | 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. + + diff --git a/llama-3.2-1b-airoboros-merged.IQ4_XS.gguf b/llama-3.2-1b-airoboros-merged.IQ4_XS.gguf new file mode 100644 index 0000000..8c37d6e --- /dev/null +++ b/llama-3.2-1b-airoboros-merged.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:574d182d653c06a6dc2fd8cdba0b0354dc9e4cfe8cc7f3adf6221bed6ae31895 +size 748384736 diff --git a/llama-3.2-1b-airoboros-merged.Q2_K.gguf b/llama-3.2-1b-airoboros-merged.Q2_K.gguf new file mode 100644 index 0000000..c5310fb --- /dev/null +++ b/llama-3.2-1b-airoboros-merged.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:876ff8b5dbc8b002ae0c38e75cf8df8fe5ebf798627c350aac8b39ac6969d8ac +size 580874720 diff --git a/llama-3.2-1b-airoboros-merged.Q3_K_L.gguf b/llama-3.2-1b-airoboros-merged.Q3_K_L.gguf new file mode 100644 index 0000000..6169f49 --- /dev/null +++ b/llama-3.2-1b-airoboros-merged.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:38991dc44d7fd27eb8f7f88016da0b4f70647a28dab4f339de419db9d25f3cd7 +size 732525024 diff --git a/llama-3.2-1b-airoboros-merged.Q3_K_M.gguf b/llama-3.2-1b-airoboros-merged.Q3_K_M.gguf new file mode 100644 index 0000000..fc07fd6 --- /dev/null +++ b/llama-3.2-1b-airoboros-merged.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e4d85e0f0a334c5144a46471dfa1065e9eee06d2f42279b660e48e0f8e1a2d4c +size 690844128 diff --git a/llama-3.2-1b-airoboros-merged.Q3_K_S.gguf b/llama-3.2-1b-airoboros-merged.Q3_K_S.gguf new file mode 100644 index 0000000..7c1a401 --- /dev/null +++ b/llama-3.2-1b-airoboros-merged.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:af185856d18a98f7815a681afa2bb99597216f44f0b048f723becdbd478cec6b +size 641692128 diff --git a/llama-3.2-1b-airoboros-merged.Q4_K_M.gguf b/llama-3.2-1b-airoboros-merged.Q4_K_M.gguf new file mode 100644 index 0000000..0d3d688 --- /dev/null +++ b/llama-3.2-1b-airoboros-merged.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1e0d6c40da2f87f535d0b87b779bce0b925cb447009f8042bf368055035d4665 +size 807694816 diff --git a/llama-3.2-1b-airoboros-merged.Q4_K_S.gguf b/llama-3.2-1b-airoboros-merged.Q4_K_S.gguf new file mode 100644 index 0000000..679eb8f --- /dev/null +++ b/llama-3.2-1b-airoboros-merged.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:990a82134063572caca639527b9371d12b9239f241bb1769fb9427df906b14f6 +size 775647712 diff --git a/llama-3.2-1b-airoboros-merged.Q5_K_M.gguf b/llama-3.2-1b-airoboros-merged.Q5_K_M.gguf new file mode 100644 index 0000000..a96f44f --- /dev/null +++ b/llama-3.2-1b-airoboros-merged.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:687d269e47c9a0d90d3d91bd3b0067eff639ffc6554dd1a3f1aa5905052b8bbe +size 911503840 diff --git a/llama-3.2-1b-airoboros-merged.Q5_K_S.gguf b/llama-3.2-1b-airoboros-merged.Q5_K_S.gguf new file mode 100644 index 0000000..4ca4134 --- /dev/null +++ b/llama-3.2-1b-airoboros-merged.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8c5be3ed57587d7ee4a4e9f2685a26cb75232e5999cdaf8543520bd6d9ffd7ba +size 892563936 diff --git a/llama-3.2-1b-airoboros-merged.Q6_K.gguf b/llama-3.2-1b-airoboros-merged.Q6_K.gguf new file mode 100644 index 0000000..c7d656e --- /dev/null +++ b/llama-3.2-1b-airoboros-merged.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:948644b53bbbf3533a025f44cfc64428f28291c9bc19ce324890e2c0eba269aa +size 1021800928 diff --git a/llama-3.2-1b-airoboros-merged.Q8_0.gguf b/llama-3.2-1b-airoboros-merged.Q8_0.gguf new file mode 100644 index 0000000..d1dbd38 --- /dev/null +++ b/llama-3.2-1b-airoboros-merged.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2b5c569e1f601d87f4cb978281b811fe5ba35d1066b5a8bb8cb048bd816ac401 +size 1321083360 diff --git a/llama-3.2-1b-airoboros-merged.f16.gguf b/llama-3.2-1b-airoboros-merged.f16.gguf new file mode 100644 index 0000000..e34bf77 --- /dev/null +++ b/llama-3.2-1b-airoboros-merged.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b59c37541af18057c579700d61627ed2992e08dcef611ef3f2cfd2949226dfb6 +size 2479596000