commit 443dce058762ba57941854033cee565635478e83 Author: ModelHub XC Date: Tue Jun 2 01:45:15 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/Huihui-MoE-0.8B-2E-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..8818910 --- /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 +Huihui-MoE-0.8B-2E.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +Huihui-MoE-0.8B-2E.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +Huihui-MoE-0.8B-2E.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Huihui-MoE-0.8B-2E.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Huihui-MoE-0.8B-2E.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Huihui-MoE-0.8B-2E.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Huihui-MoE-0.8B-2E.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Huihui-MoE-0.8B-2E.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Huihui-MoE-0.8B-2E.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Huihui-MoE-0.8B-2E.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +Huihui-MoE-0.8B-2E.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +Huihui-MoE-0.8B-2E.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/Huihui-MoE-0.8B-2E.IQ4_XS.gguf b/Huihui-MoE-0.8B-2E.IQ4_XS.gguf new file mode 100644 index 0000000..b0d275f --- /dev/null +++ b/Huihui-MoE-0.8B-2E.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d3c0a2b843ceeb3eb49c5cfd8c4746b70797a07f972c69df24127a607d528ffa +size 511359488 diff --git a/Huihui-MoE-0.8B-2E.Q2_K.gguf b/Huihui-MoE-0.8B-2E.Q2_K.gguf new file mode 100644 index 0000000..fb25a19 --- /dev/null +++ b/Huihui-MoE-0.8B-2E.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:575380ebf697e4e50570ebf9febf3a98703372fa3a23bfad901f50da910ef323 +size 392116736 diff --git a/Huihui-MoE-0.8B-2E.Q3_K_L.gguf b/Huihui-MoE-0.8B-2E.Q3_K_L.gguf new file mode 100644 index 0000000..8c2d5bf --- /dev/null +++ b/Huihui-MoE-0.8B-2E.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:52ea5ea7a6341a9d9a6fa6588dd3c87e2d69786295accecdeae2e7499124995c +size 504969728 diff --git a/Huihui-MoE-0.8B-2E.Q3_K_M.gguf b/Huihui-MoE-0.8B-2E.Q3_K_M.gguf new file mode 100644 index 0000000..7393c45 --- /dev/null +++ b/Huihui-MoE-0.8B-2E.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6219442588f6f4783fe347fd995c64be6f122c6c2a46dad27fcc76590b32587d +size 472988160 diff --git a/Huihui-MoE-0.8B-2E.Q3_K_S.gguf b/Huihui-MoE-0.8B-2E.Q3_K_S.gguf new file mode 100644 index 0000000..9876627 --- /dev/null +++ b/Huihui-MoE-0.8B-2E.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e93fb43f45371afc44779fdd6856a70223416a1033a8b9d91243d0aaffd4754d +size 436845056 diff --git a/Huihui-MoE-0.8B-2E.Q4_K_M.gguf b/Huihui-MoE-0.8B-2E.Q4_K_M.gguf new file mode 100644 index 0000000..a1037d4 --- /dev/null +++ b/Huihui-MoE-0.8B-2E.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f40489c4292423ce162908ba8abbb4325d21de95e24d78ea6d14e041b0d296b0 +size 556923392 diff --git a/Huihui-MoE-0.8B-2E.Q4_K_S.gguf b/Huihui-MoE-0.8B-2E.Q4_K_S.gguf new file mode 100644 index 0000000..b26ffcb --- /dev/null +++ b/Huihui-MoE-0.8B-2E.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fff31d5569a7b98fbb5b922831feec25c07aeec320a4f59822bdfd5be9800bd1 +size 533314048 diff --git a/Huihui-MoE-0.8B-2E.Q5_K_M.gguf b/Huihui-MoE-0.8B-2E.Q5_K_M.gguf new file mode 100644 index 0000000..655586d --- /dev/null +++ b/Huihui-MoE-0.8B-2E.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7d024c15a2294c6acbb990bdee7173818dfb367f061fbf5faa8ca0c6eb3ef4c1 +size 632158720 diff --git a/Huihui-MoE-0.8B-2E.Q5_K_S.gguf b/Huihui-MoE-0.8B-2E.Q5_K_S.gguf new file mode 100644 index 0000000..fb5ab21 --- /dev/null +++ b/Huihui-MoE-0.8B-2E.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fd50b6116a304e5aed8271b6001fd0555a62d468b93485a2f13cf506846e1110 +size 618510848 diff --git a/Huihui-MoE-0.8B-2E.Q6_K.gguf b/Huihui-MoE-0.8B-2E.Q6_K.gguf new file mode 100644 index 0000000..97a3fc4 --- /dev/null +++ b/Huihui-MoE-0.8B-2E.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a35fd320d88319be28e8defe539ff3b9506c6f724bc81a5b0128b0bc9de9eaed +size 712096256 diff --git a/Huihui-MoE-0.8B-2E.Q8_0.gguf b/Huihui-MoE-0.8B-2E.Q8_0.gguf new file mode 100644 index 0000000..6c18491 --- /dev/null +++ b/Huihui-MoE-0.8B-2E.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:45c3d294db0ffeb29a6b723a1958ce2d34514b57bf111dcf88ff1e51329beeaf +size 920432128 diff --git a/Huihui-MoE-0.8B-2E.f16.gguf b/Huihui-MoE-0.8B-2E.f16.gguf new file mode 100644 index 0000000..714f856 --- /dev/null +++ b/Huihui-MoE-0.8B-2E.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b641c9c458f650333f4c5bd1ccbc07eb2a3104a1ceb3a52122b4b0671943ea3c +size 1726893568 diff --git a/README.md b/README.md new file mode 100644 index 0000000..4332e0d --- /dev/null +++ b/README.md @@ -0,0 +1,72 @@ +--- +base_model: huihui-ai/Huihui-MoE-0.8B-2E +language: +- en +library_name: transformers +license: apache-2.0 +license_link: https://huggingface.co/Qwen/Qwen3-0.6B/blob/main/LICENSE +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- moe +--- +## About + + + + + + +static quants of https://huggingface.co/huihui-ai/Huihui-MoE-0.8B-2E + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Huihui-MoE-0.8B-2E-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/Huihui-MoE-0.8B-2E-GGUF/resolve/main/Huihui-MoE-0.8B-2E.Q2_K.gguf) | Q2_K | 0.5 | | +| [GGUF](https://huggingface.co/mradermacher/Huihui-MoE-0.8B-2E-GGUF/resolve/main/Huihui-MoE-0.8B-2E.Q3_K_S.gguf) | Q3_K_S | 0.5 | | +| [GGUF](https://huggingface.co/mradermacher/Huihui-MoE-0.8B-2E-GGUF/resolve/main/Huihui-MoE-0.8B-2E.Q3_K_M.gguf) | Q3_K_M | 0.6 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Huihui-MoE-0.8B-2E-GGUF/resolve/main/Huihui-MoE-0.8B-2E.Q3_K_L.gguf) | Q3_K_L | 0.6 | | +| [GGUF](https://huggingface.co/mradermacher/Huihui-MoE-0.8B-2E-GGUF/resolve/main/Huihui-MoE-0.8B-2E.IQ4_XS.gguf) | IQ4_XS | 0.6 | | +| [GGUF](https://huggingface.co/mradermacher/Huihui-MoE-0.8B-2E-GGUF/resolve/main/Huihui-MoE-0.8B-2E.Q4_K_S.gguf) | Q4_K_S | 0.6 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Huihui-MoE-0.8B-2E-GGUF/resolve/main/Huihui-MoE-0.8B-2E.Q4_K_M.gguf) | Q4_K_M | 0.7 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Huihui-MoE-0.8B-2E-GGUF/resolve/main/Huihui-MoE-0.8B-2E.Q5_K_S.gguf) | Q5_K_S | 0.7 | | +| [GGUF](https://huggingface.co/mradermacher/Huihui-MoE-0.8B-2E-GGUF/resolve/main/Huihui-MoE-0.8B-2E.Q5_K_M.gguf) | Q5_K_M | 0.7 | | +| [GGUF](https://huggingface.co/mradermacher/Huihui-MoE-0.8B-2E-GGUF/resolve/main/Huihui-MoE-0.8B-2E.Q6_K.gguf) | Q6_K | 0.8 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/Huihui-MoE-0.8B-2E-GGUF/resolve/main/Huihui-MoE-0.8B-2E.Q8_0.gguf) | Q8_0 | 1.0 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/Huihui-MoE-0.8B-2E-GGUF/resolve/main/Huihui-MoE-0.8B-2E.f16.gguf) | f16 | 1.8 | 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. + +