commit 78a4d3168d3a8fcaa36f238680f2177a478d61c0 Author: ModelHub XC Date: Mon Jul 20 13:45:10 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/Qwen3-8B-Kernelbook-SFT-HF-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..ba44faf --- /dev/null +++ b/.gitattributes @@ -0,0 +1,46 @@ +*.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 +Qwen3-8B-Kernelbook-SFT-HF.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-8B-Kernelbook-SFT-HF.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-8B-Kernelbook-SFT-HF.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-8B-Kernelbook-SFT-HF.f16.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-8B-Kernelbook-SFT-HF.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-8B-Kernelbook-SFT-HF.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-8B-Kernelbook-SFT-HF.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-8B-Kernelbook-SFT-HF.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-8B-Kernelbook-SFT-HF.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-8B-Kernelbook-SFT-HF.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-8B-Kernelbook-SFT-HF.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/Qwen3-8B-Kernelbook-SFT-HF.IQ4_XS.gguf b/Qwen3-8B-Kernelbook-SFT-HF.IQ4_XS.gguf new file mode 100644 index 0000000..6397e41 --- /dev/null +++ b/Qwen3-8B-Kernelbook-SFT-HF.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b7afc76326437076dce79d36ef0441bd731e55eab5f11ecb61614c964634b8f7 +size 4594008864 diff --git a/Qwen3-8B-Kernelbook-SFT-HF.Q2_K.gguf b/Qwen3-8B-Kernelbook-SFT-HF.Q2_K.gguf new file mode 100644 index 0000000..1edfba3 --- /dev/null +++ b/Qwen3-8B-Kernelbook-SFT-HF.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c0b8798824fc4b2953403c31e2a96442482cbdf650957f5d3ee334f9837f153e +size 3282338592 diff --git a/Qwen3-8B-Kernelbook-SFT-HF.Q3_K_L.gguf b/Qwen3-8B-Kernelbook-SFT-HF.Q3_K_L.gguf new file mode 100644 index 0000000..d61224e --- /dev/null +++ b/Qwen3-8B-Kernelbook-SFT-HF.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d4c09164d9f28a59ab1c2b90b9d67e3ecb15989651d362c3b157d60026446eaf +size 4432053024 diff --git a/Qwen3-8B-Kernelbook-SFT-HF.Q3_K_M.gguf b/Qwen3-8B-Kernelbook-SFT-HF.Q3_K_M.gguf new file mode 100644 index 0000000..de4ab74 --- /dev/null +++ b/Qwen3-8B-Kernelbook-SFT-HF.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:23ba575bae353c78ed81790e4b9bd68a3f14b681f170f0f5a98a470ca39e9ebc +size 4124820256 diff --git a/Qwen3-8B-Kernelbook-SFT-HF.Q3_K_S.gguf b/Qwen3-8B-Kernelbook-SFT-HF.Q3_K_S.gguf new file mode 100644 index 0000000..97cc0fc --- /dev/null +++ b/Qwen3-8B-Kernelbook-SFT-HF.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c40a5e3e9ed3e0ae3a991262f721bc9d329abcbed30c9770f6f0ea79b1d9740a +size 3770270496 diff --git a/Qwen3-8B-Kernelbook-SFT-HF.Q4_K_M.gguf b/Qwen3-8B-Kernelbook-SFT-HF.Q4_K_M.gguf new file mode 100644 index 0000000..e914f22 --- /dev/null +++ b/Qwen3-8B-Kernelbook-SFT-HF.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d94b7d7f86bb5dc701fa73fcaa9e4e9ce1af500bf767f6a148da0b886ba98fa0 +size 5028512544 diff --git a/Qwen3-8B-Kernelbook-SFT-HF.Q4_K_S.gguf b/Qwen3-8B-Kernelbook-SFT-HF.Q4_K_S.gguf new file mode 100644 index 0000000..4b100b9 --- /dev/null +++ b/Qwen3-8B-Kernelbook-SFT-HF.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4edea6b56c8924da7b1bd1496bb8404c68306ae5707a6bd54c8cb09a9c015f22 +size 4802741024 diff --git a/Qwen3-8B-Kernelbook-SFT-HF.Q5_K_M.gguf b/Qwen3-8B-Kernelbook-SFT-HF.Q5_K_M.gguf new file mode 100644 index 0000000..9d9138a --- /dev/null +++ b/Qwen3-8B-Kernelbook-SFT-HF.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c2219cc82ce160351b0c101acd248d0bad1fd2db8ab8eb274f1365409bcd0791 +size 5851906848 diff --git a/Qwen3-8B-Kernelbook-SFT-HF.Q5_K_S.gguf b/Qwen3-8B-Kernelbook-SFT-HF.Q5_K_S.gguf new file mode 100644 index 0000000..d624ef4 --- /dev/null +++ b/Qwen3-8B-Kernelbook-SFT-HF.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7c72e5da10745cc9237ab35a8ecbf7e993c9489ffe8a70dc12414de4ca1fc32a +size 5721555744 diff --git a/Qwen3-8B-Kernelbook-SFT-HF.Q6_K.gguf b/Qwen3-8B-Kernelbook-SFT-HF.Q6_K.gguf new file mode 100644 index 0000000..fee8e55 --- /dev/null +++ b/Qwen3-8B-Kernelbook-SFT-HF.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:87759651d4a4f24a85d44c044da6e9cf9ff0a21cd7bc4cefe115ad0fcf5322f8 +size 6726763296 diff --git a/Qwen3-8B-Kernelbook-SFT-HF.Q8_0.gguf b/Qwen3-8B-Kernelbook-SFT-HF.Q8_0.gguf new file mode 100644 index 0000000..5e07d48 --- /dev/null +++ b/Qwen3-8B-Kernelbook-SFT-HF.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6cf1bc17871537f9bc92f4094a5493d147cf26f7bd2d74eabd60ebbaa7fcc5f2 +size 8710636320 diff --git a/Qwen3-8B-Kernelbook-SFT-HF.f16.gguf b/Qwen3-8B-Kernelbook-SFT-HF.f16.gguf new file mode 100644 index 0000000..2f2d8d1 --- /dev/null +++ b/Qwen3-8B-Kernelbook-SFT-HF.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:83c269b9ddf93cb39161053e496e215bde7f05771ae7f2168b85a345528d76aa +size 16390144800 diff --git a/README.md b/README.md new file mode 100644 index 0000000..67c3f2b --- /dev/null +++ b/README.md @@ -0,0 +1,80 @@ +--- +base_model: JinnP/Qwen3-8B-Kernelbook-SFT-HF +datasets: +- KernelBook +language: +- en +library_name: transformers +license: apache-2.0 +license_link: https://huggingface.co/Qwen/Qwen3-8B/blob/main/LICENSE +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- kernel +- system +- operating-systems +- fine-tuned +--- +## About + + + + + + + + + +static quants of https://huggingface.co/JinnP/Qwen3-8B-Kernelbook-SFT-HF + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Qwen3-8B-Kernelbook-SFT-HF-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/Qwen3-8B-Kernelbook-SFT-HF-GGUF/resolve/main/Qwen3-8B-Kernelbook-SFT-HF.Q2_K.gguf) | Q2_K | 3.4 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-8B-Kernelbook-SFT-HF-GGUF/resolve/main/Qwen3-8B-Kernelbook-SFT-HF.Q3_K_S.gguf) | Q3_K_S | 3.9 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-8B-Kernelbook-SFT-HF-GGUF/resolve/main/Qwen3-8B-Kernelbook-SFT-HF.Q3_K_M.gguf) | Q3_K_M | 4.2 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-8B-Kernelbook-SFT-HF-GGUF/resolve/main/Qwen3-8B-Kernelbook-SFT-HF.Q3_K_L.gguf) | Q3_K_L | 4.5 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-8B-Kernelbook-SFT-HF-GGUF/resolve/main/Qwen3-8B-Kernelbook-SFT-HF.IQ4_XS.gguf) | IQ4_XS | 4.7 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-8B-Kernelbook-SFT-HF-GGUF/resolve/main/Qwen3-8B-Kernelbook-SFT-HF.Q4_K_S.gguf) | Q4_K_S | 4.9 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-8B-Kernelbook-SFT-HF-GGUF/resolve/main/Qwen3-8B-Kernelbook-SFT-HF.Q4_K_M.gguf) | Q4_K_M | 5.1 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-8B-Kernelbook-SFT-HF-GGUF/resolve/main/Qwen3-8B-Kernelbook-SFT-HF.Q5_K_S.gguf) | Q5_K_S | 5.8 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-8B-Kernelbook-SFT-HF-GGUF/resolve/main/Qwen3-8B-Kernelbook-SFT-HF.Q5_K_M.gguf) | Q5_K_M | 6.0 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-8B-Kernelbook-SFT-HF-GGUF/resolve/main/Qwen3-8B-Kernelbook-SFT-HF.Q6_K.gguf) | Q6_K | 6.8 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-8B-Kernelbook-SFT-HF-GGUF/resolve/main/Qwen3-8B-Kernelbook-SFT-HF.Q8_0.gguf) | Q8_0 | 8.8 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-8B-Kernelbook-SFT-HF-GGUF/resolve/main/Qwen3-8B-Kernelbook-SFT-HF.f16.gguf) | f16 | 16.5 | 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. + +