From 6a601c753a138302fc89746e431eaa5798fd8393 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Wed, 3 Jun 2026 20:58:33 +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/LightGPT-0.5B-Qwen2-GGUF Source: Original Platform --- .gitattributes | 50 ++++++++++++++++++++++ LightGPT-0.5B-Qwen2.IQ3_M.gguf | 3 ++ LightGPT-0.5B-Qwen2.IQ3_S.gguf | 3 ++ LightGPT-0.5B-Qwen2.IQ3_XS.gguf | 3 ++ LightGPT-0.5B-Qwen2.IQ4_XS.gguf | 3 ++ LightGPT-0.5B-Qwen2.Q2_K.gguf | 3 ++ LightGPT-0.5B-Qwen2.Q3_K_L.gguf | 3 ++ LightGPT-0.5B-Qwen2.Q3_K_M.gguf | 3 ++ LightGPT-0.5B-Qwen2.Q3_K_S.gguf | 3 ++ LightGPT-0.5B-Qwen2.Q4_K_M.gguf | 3 ++ LightGPT-0.5B-Qwen2.Q4_K_S.gguf | 3 ++ LightGPT-0.5B-Qwen2.Q5_K_M.gguf | 3 ++ LightGPT-0.5B-Qwen2.Q5_K_S.gguf | 3 ++ LightGPT-0.5B-Qwen2.Q6_K.gguf | 3 ++ LightGPT-0.5B-Qwen2.Q8_0.gguf | 3 ++ LightGPT-0.5B-Qwen2.f16.gguf | 3 ++ README.md | 74 +++++++++++++++++++++++++++++++++ 17 files changed, 169 insertions(+) create mode 100644 .gitattributes create mode 100644 LightGPT-0.5B-Qwen2.IQ3_M.gguf create mode 100644 LightGPT-0.5B-Qwen2.IQ3_S.gguf create mode 100644 LightGPT-0.5B-Qwen2.IQ3_XS.gguf create mode 100644 LightGPT-0.5B-Qwen2.IQ4_XS.gguf create mode 100644 LightGPT-0.5B-Qwen2.Q2_K.gguf create mode 100644 LightGPT-0.5B-Qwen2.Q3_K_L.gguf create mode 100644 LightGPT-0.5B-Qwen2.Q3_K_M.gguf create mode 100644 LightGPT-0.5B-Qwen2.Q3_K_S.gguf create mode 100644 LightGPT-0.5B-Qwen2.Q4_K_M.gguf create mode 100644 LightGPT-0.5B-Qwen2.Q4_K_S.gguf create mode 100644 LightGPT-0.5B-Qwen2.Q5_K_M.gguf create mode 100644 LightGPT-0.5B-Qwen2.Q5_K_S.gguf create mode 100644 LightGPT-0.5B-Qwen2.Q6_K.gguf create mode 100644 LightGPT-0.5B-Qwen2.Q8_0.gguf create mode 100644 LightGPT-0.5B-Qwen2.f16.gguf create mode 100644 README.md diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..f6b00fa --- /dev/null +++ b/.gitattributes @@ -0,0 +1,50 @@ +*.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 +LightGPT-0.5B-Qwen2.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +LightGPT-0.5B-Qwen2.f16.gguf filter=lfs diff=lfs merge=lfs -text +LightGPT-0.5B-Qwen2.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +LightGPT-0.5B-Qwen2.IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text +LightGPT-0.5B-Qwen2.IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +LightGPT-0.5B-Qwen2.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +LightGPT-0.5B-Qwen2.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +LightGPT-0.5B-Qwen2.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +LightGPT-0.5B-Qwen2.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +LightGPT-0.5B-Qwen2.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +LightGPT-0.5B-Qwen2.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +LightGPT-0.5B-Qwen2.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +LightGPT-0.5B-Qwen2.IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +LightGPT-0.5B-Qwen2.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +LightGPT-0.5B-Qwen2.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/LightGPT-0.5B-Qwen2.IQ3_M.gguf b/LightGPT-0.5B-Qwen2.IQ3_M.gguf new file mode 100644 index 0000000..36e897f --- /dev/null +++ b/LightGPT-0.5B-Qwen2.IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9a538f669c31c77d3dabf48c3360e54304fd203ea34a0d9a661e8d6ddaf3b096 +size 342750144 diff --git a/LightGPT-0.5B-Qwen2.IQ3_S.gguf b/LightGPT-0.5B-Qwen2.IQ3_S.gguf new file mode 100644 index 0000000..8a6a140 --- /dev/null +++ b/LightGPT-0.5B-Qwen2.IQ3_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b56b54927fd78699856033286ddae456aa5d1bdbd7f9b63b2f6daa9eed5c3498 +size 338605248 diff --git a/LightGPT-0.5B-Qwen2.IQ3_XS.gguf b/LightGPT-0.5B-Qwen2.IQ3_XS.gguf new file mode 100644 index 0000000..06a49f1 --- /dev/null +++ b/LightGPT-0.5B-Qwen2.IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d27ec1b18b95783bbf3c544a1392a777c1b47f9423d80ed15c7a71c242d3eafd +size 338605248 diff --git a/LightGPT-0.5B-Qwen2.IQ4_XS.gguf b/LightGPT-0.5B-Qwen2.IQ4_XS.gguf new file mode 100644 index 0000000..05c5484 --- /dev/null +++ b/LightGPT-0.5B-Qwen2.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b5fb94978f090dcc92d96cc9aca531b78e8ac2718469b9514c7b25a71f16323b +size 351443136 diff --git a/LightGPT-0.5B-Qwen2.Q2_K.gguf b/LightGPT-0.5B-Qwen2.Q2_K.gguf new file mode 100644 index 0000000..7a3915c --- /dev/null +++ b/LightGPT-0.5B-Qwen2.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3b113ccc812adf921b92ae22b86135f06d33c81933e381943208f77c14b62c7f +size 338605248 diff --git a/LightGPT-0.5B-Qwen2.Q3_K_L.gguf b/LightGPT-0.5B-Qwen2.Q3_K_L.gguf new file mode 100644 index 0000000..55d77d9 --- /dev/null +++ b/LightGPT-0.5B-Qwen2.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6d09bcc05ad416e4adfa7d16b8333b8dda275169ddea1f525bfdcd56e6c50b7b +size 369355968 diff --git a/LightGPT-0.5B-Qwen2.Q3_K_M.gguf b/LightGPT-0.5B-Qwen2.Q3_K_M.gguf new file mode 100644 index 0000000..7ddb1fd --- /dev/null +++ b/LightGPT-0.5B-Qwen2.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:da34bc893a08aac76eb7289daf16a3bf087b24bb5662892e9b0dbd42d4828566 +size 355464384 diff --git a/LightGPT-0.5B-Qwen2.Q3_K_S.gguf b/LightGPT-0.5B-Qwen2.Q3_K_S.gguf new file mode 100644 index 0000000..044cf24 --- /dev/null +++ b/LightGPT-0.5B-Qwen2.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f1bf3873f905b6bc0957949ff18cd7a3ae477c67969187531bd358b7def07f47 +size 338261184 diff --git a/LightGPT-0.5B-Qwen2.Q4_K_M.gguf b/LightGPT-0.5B-Qwen2.Q4_K_M.gguf new file mode 100644 index 0000000..4e59c4a --- /dev/null +++ b/LightGPT-0.5B-Qwen2.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0593517b5f0d322bee3c3e4b631825804e7340292150e090ea4f46085e1bc991 +size 397805760 diff --git a/LightGPT-0.5B-Qwen2.Q4_K_S.gguf b/LightGPT-0.5B-Qwen2.Q4_K_S.gguf new file mode 100644 index 0000000..7306e79 --- /dev/null +++ b/LightGPT-0.5B-Qwen2.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:78c2a56bd1e4c90d3f81ccc076e105b94247f6ce0e2d1e328a1bc8c362a96219 +size 385469632 diff --git a/LightGPT-0.5B-Qwen2.Q5_K_M.gguf b/LightGPT-0.5B-Qwen2.Q5_K_M.gguf new file mode 100644 index 0000000..4cb9a38 --- /dev/null +++ b/LightGPT-0.5B-Qwen2.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e4cc9d13b5948813d2154f81cea315acdccfdf9f37987862033a7e3c2b858516 +size 420083904 diff --git a/LightGPT-0.5B-Qwen2.Q5_K_S.gguf b/LightGPT-0.5B-Qwen2.Q5_K_S.gguf new file mode 100644 index 0000000..f992bd7 --- /dev/null +++ b/LightGPT-0.5B-Qwen2.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b962d6ee0b55192b4507761d9905259d7a8e7e3ba1c26fe1e74c1f46784fe834 +size 412708032 diff --git a/LightGPT-0.5B-Qwen2.Q6_K.gguf b/LightGPT-0.5B-Qwen2.Q6_K.gguf new file mode 100644 index 0000000..b83cc53 --- /dev/null +++ b/LightGPT-0.5B-Qwen2.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2a0e58651f827dbdbda1f6b2d069ea24293a9ced7985276d2b07a155c73f081a +size 505734336 diff --git a/LightGPT-0.5B-Qwen2.Q8_0.gguf b/LightGPT-0.5B-Qwen2.Q8_0.gguf new file mode 100644 index 0000000..6fe5854 --- /dev/null +++ b/LightGPT-0.5B-Qwen2.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:64e732d266d75e73bcd17c46f1548ac944482f5f4c7ca768136eed6df10a64ca +size 531066048 diff --git a/LightGPT-0.5B-Qwen2.f16.gguf b/LightGPT-0.5B-Qwen2.f16.gguf new file mode 100644 index 0000000..fcad243 --- /dev/null +++ b/LightGPT-0.5B-Qwen2.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e9cec5357fecb45dddc812c29e5abd8e8fc7c54c5cbecf7f8c91f8db0090a8c4 +size 994154688 diff --git a/README.md b/README.md new file mode 100644 index 0000000..e54c7ad --- /dev/null +++ b/README.md @@ -0,0 +1,74 @@ +--- +base_model: lightgpt/LightGPT-0.5B-Qwen2 +extra_gated_heading: Access LLMLight-LightGPT on Hugging Face +language: +- en +library_name: transformers +license: mit +quantized_by: mradermacher +tags: +- pytorch +- llama-2 +- traffic signal control +- lightgpt +- llmlight +--- +## About + + + + + + +static quants of https://huggingface.co/lightgpt/LightGPT-0.5B-Qwen2 + + +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/LightGPT-0.5B-Qwen2-GGUF/resolve/main/LightGPT-0.5B-Qwen2.Q3_K_S.gguf) | Q3_K_S | 0.4 | | +| [GGUF](https://huggingface.co/mradermacher/LightGPT-0.5B-Qwen2-GGUF/resolve/main/LightGPT-0.5B-Qwen2.IQ3_S.gguf) | IQ3_S | 0.4 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/LightGPT-0.5B-Qwen2-GGUF/resolve/main/LightGPT-0.5B-Qwen2.IQ3_XS.gguf) | IQ3_XS | 0.4 | | +| [GGUF](https://huggingface.co/mradermacher/LightGPT-0.5B-Qwen2-GGUF/resolve/main/LightGPT-0.5B-Qwen2.Q2_K.gguf) | Q2_K | 0.4 | | +| [GGUF](https://huggingface.co/mradermacher/LightGPT-0.5B-Qwen2-GGUF/resolve/main/LightGPT-0.5B-Qwen2.IQ3_M.gguf) | IQ3_M | 0.4 | | +| [GGUF](https://huggingface.co/mradermacher/LightGPT-0.5B-Qwen2-GGUF/resolve/main/LightGPT-0.5B-Qwen2.IQ4_XS.gguf) | IQ4_XS | 0.5 | | +| [GGUF](https://huggingface.co/mradermacher/LightGPT-0.5B-Qwen2-GGUF/resolve/main/LightGPT-0.5B-Qwen2.Q3_K_M.gguf) | Q3_K_M | 0.5 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/LightGPT-0.5B-Qwen2-GGUF/resolve/main/LightGPT-0.5B-Qwen2.Q3_K_L.gguf) | Q3_K_L | 0.5 | | +| [GGUF](https://huggingface.co/mradermacher/LightGPT-0.5B-Qwen2-GGUF/resolve/main/LightGPT-0.5B-Qwen2.Q4_K_S.gguf) | Q4_K_S | 0.5 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/LightGPT-0.5B-Qwen2-GGUF/resolve/main/LightGPT-0.5B-Qwen2.Q4_K_M.gguf) | Q4_K_M | 0.5 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/LightGPT-0.5B-Qwen2-GGUF/resolve/main/LightGPT-0.5B-Qwen2.Q5_K_S.gguf) | Q5_K_S | 0.5 | | +| [GGUF](https://huggingface.co/mradermacher/LightGPT-0.5B-Qwen2-GGUF/resolve/main/LightGPT-0.5B-Qwen2.Q5_K_M.gguf) | Q5_K_M | 0.5 | | +| [GGUF](https://huggingface.co/mradermacher/LightGPT-0.5B-Qwen2-GGUF/resolve/main/LightGPT-0.5B-Qwen2.Q6_K.gguf) | Q6_K | 0.6 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/LightGPT-0.5B-Qwen2-GGUF/resolve/main/LightGPT-0.5B-Qwen2.Q8_0.gguf) | Q8_0 | 0.6 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/LightGPT-0.5B-Qwen2-GGUF/resolve/main/LightGPT-0.5B-Qwen2.f16.gguf) | f16 | 1.1 | 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. + +