From b7f30c33f5e290a721ef706de197268a043a9a2a Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Thu, 16 Jul 2026 20:25:09 +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/neural-chat-mini-v2.2-1.8B-GGUF Source: Original Platform --- .gitattributes | 47 ++++++++++++++++ README.md | 75 ++++++++++++++++++++++++++ neural-chat-mini-v2.2-1.8B.IQ4_XS.gguf | 3 ++ neural-chat-mini-v2.2-1.8B.Q2_K.gguf | 3 ++ neural-chat-mini-v2.2-1.8B.Q3_K_L.gguf | 3 ++ neural-chat-mini-v2.2-1.8B.Q3_K_M.gguf | 3 ++ neural-chat-mini-v2.2-1.8B.Q3_K_S.gguf | 3 ++ neural-chat-mini-v2.2-1.8B.Q4_K_M.gguf | 3 ++ neural-chat-mini-v2.2-1.8B.Q4_K_S.gguf | 3 ++ neural-chat-mini-v2.2-1.8B.Q5_K_M.gguf | 3 ++ neural-chat-mini-v2.2-1.8B.Q5_K_S.gguf | 3 ++ neural-chat-mini-v2.2-1.8B.Q6_K.gguf | 3 ++ neural-chat-mini-v2.2-1.8B.Q8_0.gguf | 3 ++ neural-chat-mini-v2.2-1.8B.f16.gguf | 3 ++ 14 files changed, 158 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 neural-chat-mini-v2.2-1.8B.IQ4_XS.gguf create mode 100644 neural-chat-mini-v2.2-1.8B.Q2_K.gguf create mode 100644 neural-chat-mini-v2.2-1.8B.Q3_K_L.gguf create mode 100644 neural-chat-mini-v2.2-1.8B.Q3_K_M.gguf create mode 100644 neural-chat-mini-v2.2-1.8B.Q3_K_S.gguf create mode 100644 neural-chat-mini-v2.2-1.8B.Q4_K_M.gguf create mode 100644 neural-chat-mini-v2.2-1.8B.Q4_K_S.gguf create mode 100644 neural-chat-mini-v2.2-1.8B.Q5_K_M.gguf create mode 100644 neural-chat-mini-v2.2-1.8B.Q5_K_S.gguf create mode 100644 neural-chat-mini-v2.2-1.8B.Q6_K.gguf create mode 100644 neural-chat-mini-v2.2-1.8B.Q8_0.gguf create mode 100644 neural-chat-mini-v2.2-1.8B.f16.gguf diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..dafe152 --- /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 +neural-chat-mini-v2.2-1.8B.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +neural-chat-mini-v2.2-1.8B.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +neural-chat-mini-v2.2-1.8B.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +neural-chat-mini-v2.2-1.8B.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +neural-chat-mini-v2.2-1.8B.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +neural-chat-mini-v2.2-1.8B.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +neural-chat-mini-v2.2-1.8B.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +neural-chat-mini-v2.2-1.8B.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +neural-chat-mini-v2.2-1.8B.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +neural-chat-mini-v2.2-1.8B.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +neural-chat-mini-v2.2-1.8B.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +neural-chat-mini-v2.2-1.8B.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..17b5466 --- /dev/null +++ b/README.md @@ -0,0 +1,75 @@ +--- +base_model: M4-ai/neural-chat-mini-v2.2-1.8B +datasets: +- Open-Orca/SlimOrca +- m-a-p/Code-Feedback +- MaziyarPanahi/WizardLM_evol_instruct_V2_196k +- camel-ai/math +- camel-ai/physics +- camel-ai/biology +- camel-ai/chemistry +- LDJnr/Capybara +- jondurbin/airoboros-3.2 +- microsoft/orca-math-word-problems-200k +language: +- en +library_name: transformers +license: other +quantized_by: mradermacher +--- +## About + + + + + + +static quants of https://huggingface.co/M4-ai/neural-chat-mini-v2.2-1.8B + + +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/neural-chat-mini-v2.2-1.8B-GGUF/resolve/main/neural-chat-mini-v2.2-1.8B.Q2_K.gguf) | Q2_K | 0.9 | | +| [GGUF](https://huggingface.co/mradermacher/neural-chat-mini-v2.2-1.8B-GGUF/resolve/main/neural-chat-mini-v2.2-1.8B.Q3_K_S.gguf) | Q3_K_S | 1.1 | | +| [GGUF](https://huggingface.co/mradermacher/neural-chat-mini-v2.2-1.8B-GGUF/resolve/main/neural-chat-mini-v2.2-1.8B.Q3_K_M.gguf) | Q3_K_M | 1.1 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/neural-chat-mini-v2.2-1.8B-GGUF/resolve/main/neural-chat-mini-v2.2-1.8B.Q3_K_L.gguf) | Q3_K_L | 1.2 | | +| [GGUF](https://huggingface.co/mradermacher/neural-chat-mini-v2.2-1.8B-GGUF/resolve/main/neural-chat-mini-v2.2-1.8B.IQ4_XS.gguf) | IQ4_XS | 1.2 | | +| [GGUF](https://huggingface.co/mradermacher/neural-chat-mini-v2.2-1.8B-GGUF/resolve/main/neural-chat-mini-v2.2-1.8B.Q4_K_S.gguf) | Q4_K_S | 1.3 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/neural-chat-mini-v2.2-1.8B-GGUF/resolve/main/neural-chat-mini-v2.2-1.8B.Q4_K_M.gguf) | Q4_K_M | 1.3 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/neural-chat-mini-v2.2-1.8B-GGUF/resolve/main/neural-chat-mini-v2.2-1.8B.Q5_K_S.gguf) | Q5_K_S | 1.4 | | +| [GGUF](https://huggingface.co/mradermacher/neural-chat-mini-v2.2-1.8B-GGUF/resolve/main/neural-chat-mini-v2.2-1.8B.Q5_K_M.gguf) | Q5_K_M | 1.5 | | +| [GGUF](https://huggingface.co/mradermacher/neural-chat-mini-v2.2-1.8B-GGUF/resolve/main/neural-chat-mini-v2.2-1.8B.Q6_K.gguf) | Q6_K | 1.7 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/neural-chat-mini-v2.2-1.8B-GGUF/resolve/main/neural-chat-mini-v2.2-1.8B.Q8_0.gguf) | Q8_0 | 2.1 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/neural-chat-mini-v2.2-1.8B-GGUF/resolve/main/neural-chat-mini-v2.2-1.8B.f16.gguf) | f16 | 3.8 | 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/neural-chat-mini-v2.2-1.8B.IQ4_XS.gguf b/neural-chat-mini-v2.2-1.8B.IQ4_XS.gguf new file mode 100644 index 0000000..f9b5534 --- /dev/null +++ b/neural-chat-mini-v2.2-1.8B.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9828874844fd0ca2d84120c03c70d88c1e1c425a3ee7f0e0cac820720f1253c5 +size 1087363776 diff --git a/neural-chat-mini-v2.2-1.8B.Q2_K.gguf b/neural-chat-mini-v2.2-1.8B.Q2_K.gguf new file mode 100644 index 0000000..03c3753 --- /dev/null +++ b/neural-chat-mini-v2.2-1.8B.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ded3caf187640f7a5ecc709a0a397aa4230ca84c186dff57e66faf52debfe47e +size 846572224 diff --git a/neural-chat-mini-v2.2-1.8B.Q3_K_L.gguf b/neural-chat-mini-v2.2-1.8B.Q3_K_L.gguf new file mode 100644 index 0000000..ef78f51 --- /dev/null +++ b/neural-chat-mini-v2.2-1.8B.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b872c31476c5d4fa958e42da0f1d52b92653cf4562a8e1b6a7bee6bdb1be01db +size 1056203456 diff --git a/neural-chat-mini-v2.2-1.8B.Q3_K_M.gguf b/neural-chat-mini-v2.2-1.8B.Q3_K_M.gguf new file mode 100644 index 0000000..1a81a8c --- /dev/null +++ b/neural-chat-mini-v2.2-1.8B.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:61b430761bb530f5ae9ffaaa6279418ce3bbfde243cb7ecd17eb854323f0f6df +size 1015882432 diff --git a/neural-chat-mini-v2.2-1.8B.Q3_K_S.gguf b/neural-chat-mini-v2.2-1.8B.Q3_K_S.gguf new file mode 100644 index 0000000..8973730 --- /dev/null +++ b/neural-chat-mini-v2.2-1.8B.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:82160b2f3ceaa93ae134287b5a89c87113d164c19c05bfe5a47ebc87f4ace9b9 +size 953574080 diff --git a/neural-chat-mini-v2.2-1.8B.Q4_K_M.gguf b/neural-chat-mini-v2.2-1.8B.Q4_K_M.gguf new file mode 100644 index 0000000..001a8b5 --- /dev/null +++ b/neural-chat-mini-v2.2-1.8B.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:581720dfcd0b4aa7519fe87aaaa1abe10e0b8379cd410ebd05f1f6c67167d605 +size 1217755840 diff --git a/neural-chat-mini-v2.2-1.8B.Q4_K_S.gguf b/neural-chat-mini-v2.2-1.8B.Q4_K_S.gguf new file mode 100644 index 0000000..2813e46 --- /dev/null +++ b/neural-chat-mini-v2.2-1.8B.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5798ec4f5d4da6222cfddc6913bf7573ceb8c205ffc765eaa4a2c054ca2e17ad +size 1158265536 diff --git a/neural-chat-mini-v2.2-1.8B.Q5_K_M.gguf b/neural-chat-mini-v2.2-1.8B.Q5_K_M.gguf new file mode 100644 index 0000000..337394c --- /dev/null +++ b/neural-chat-mini-v2.2-1.8B.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c886eb42989e088862485b461c1bd784e745b6356114c11d559888baf4f00c63 +size 1376778944 diff --git a/neural-chat-mini-v2.2-1.8B.Q5_K_S.gguf b/neural-chat-mini-v2.2-1.8B.Q5_K_S.gguf new file mode 100644 index 0000000..ebc3713 --- /dev/null +++ b/neural-chat-mini-v2.2-1.8B.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7434a7c1788a41b2befe029a66a9bfec111343e8aeae0a88b8625e6022a77f5d +size 1327823552 diff --git a/neural-chat-mini-v2.2-1.8B.Q6_K.gguf b/neural-chat-mini-v2.2-1.8B.Q6_K.gguf new file mode 100644 index 0000000..1cdb265 --- /dev/null +++ b/neural-chat-mini-v2.2-1.8B.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b03f6e7c327bb33962fb6140169f2dbc6eb12b056849a6e84f8224ec35ab8d20 +size 1579029184 diff --git a/neural-chat-mini-v2.2-1.8B.Q8_0.gguf b/neural-chat-mini-v2.2-1.8B.Q8_0.gguf new file mode 100644 index 0000000..5df84c4 --- /dev/null +++ b/neural-chat-mini-v2.2-1.8B.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0fd0dc9d32e25a00305c76d215c000b032df7e240127b05721a066e73562ad2f +size 1958306496 diff --git a/neural-chat-mini-v2.2-1.8B.f16.gguf b/neural-chat-mini-v2.2-1.8B.f16.gguf new file mode 100644 index 0000000..cee8a7b --- /dev/null +++ b/neural-chat-mini-v2.2-1.8B.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6f95de067f67d748d80e96ec6af94137390a89087bbb826782e628b7c1c84611 +size 3680101056