commit cc08adb4351a3df2a985c9ebcc13592a32e05929 Author: ModelHub XC Date: Thu Aug 13 19:03:16 2026 +0800 初始化项目,由ModelHub XC社区提供模型 Model: mradermacher/MARSHAL-Generalist-Qwen3-8B-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..b1a9cac --- /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 +MARSHAL-Generalist-Qwen3-8B.f16.gguf filter=lfs diff=lfs merge=lfs -text +MARSHAL-Generalist-Qwen3-8B.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +MARSHAL-Generalist-Qwen3-8B.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +MARSHAL-Generalist-Qwen3-8B.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +MARSHAL-Generalist-Qwen3-8B.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +MARSHAL-Generalist-Qwen3-8B.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +MARSHAL-Generalist-Qwen3-8B.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +MARSHAL-Generalist-Qwen3-8B.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +MARSHAL-Generalist-Qwen3-8B.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +MARSHAL-Generalist-Qwen3-8B.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +MARSHAL-Generalist-Qwen3-8B.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +MARSHAL-Generalist-Qwen3-8B.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/MARSHAL-Generalist-Qwen3-8B.IQ4_XS.gguf b/MARSHAL-Generalist-Qwen3-8B.IQ4_XS.gguf new file mode 100644 index 0000000..33917b7 --- /dev/null +++ b/MARSHAL-Generalist-Qwen3-8B.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4298d620d8034bbd2beb075e68524cf92c9b28d51e5160ecb1ffaa3341531e2a +size 4593296832 diff --git a/MARSHAL-Generalist-Qwen3-8B.Q2_K.gguf b/MARSHAL-Generalist-Qwen3-8B.Q2_K.gguf new file mode 100644 index 0000000..8e6aec1 --- /dev/null +++ b/MARSHAL-Generalist-Qwen3-8B.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:590018050f6ba181c2998ed1f8ff44cbba7f99d3d6dec22e84d2a3e794eebe6b +size 3281733056 diff --git a/MARSHAL-Generalist-Qwen3-8B.Q3_K_L.gguf b/MARSHAL-Generalist-Qwen3-8B.Q3_K_L.gguf new file mode 100644 index 0000000..2497232 --- /dev/null +++ b/MARSHAL-Generalist-Qwen3-8B.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:70346a0ac706896953e3cd003b12ffd468f6fb521f6168d8d72386d93cf4f3f9 +size 4431394240 diff --git a/MARSHAL-Generalist-Qwen3-8B.Q3_K_M.gguf b/MARSHAL-Generalist-Qwen3-8B.Q3_K_M.gguf new file mode 100644 index 0000000..932647b --- /dev/null +++ b/MARSHAL-Generalist-Qwen3-8B.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6350617223b5137034d6ccee147489747fb2603a3544b7e9e151e9c3227a9970 +size 4124161472 diff --git a/MARSHAL-Generalist-Qwen3-8B.Q3_K_S.gguf b/MARSHAL-Generalist-Qwen3-8B.Q3_K_S.gguf new file mode 100644 index 0000000..af44694 --- /dev/null +++ b/MARSHAL-Generalist-Qwen3-8B.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:10072be99a064ae81680e2855c8e6202e2f42a961a24e867f4a406b590b9b477 +size 3769611712 diff --git a/MARSHAL-Generalist-Qwen3-8B.Q4_K_M.gguf b/MARSHAL-Generalist-Qwen3-8B.Q4_K_M.gguf new file mode 100644 index 0000000..bbf7d7e --- /dev/null +++ b/MARSHAL-Generalist-Qwen3-8B.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4a7105d69bb6206a9c000404a50c7fc3ff75f2c687264b6218a19d9095c12597 +size 5027784128 diff --git a/MARSHAL-Generalist-Qwen3-8B.Q4_K_S.gguf b/MARSHAL-Generalist-Qwen3-8B.Q4_K_S.gguf new file mode 100644 index 0000000..74a5b18 --- /dev/null +++ b/MARSHAL-Generalist-Qwen3-8B.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cfe4cb2e05e536c09dd051c5d6413a462e8663223fb6be5b988619af18239b72 +size 4802012608 diff --git a/MARSHAL-Generalist-Qwen3-8B.Q5_K_M.gguf b/MARSHAL-Generalist-Qwen3-8B.Q5_K_M.gguf new file mode 100644 index 0000000..c6943cb --- /dev/null +++ b/MARSHAL-Generalist-Qwen3-8B.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:aba29915c320ad52d3259fa008d79611319e06c08895139a8982a8b9e1c0307e +size 5851112896 diff --git a/MARSHAL-Generalist-Qwen3-8B.Q5_K_S.gguf b/MARSHAL-Generalist-Qwen3-8B.Q5_K_S.gguf new file mode 100644 index 0000000..a0638eb --- /dev/null +++ b/MARSHAL-Generalist-Qwen3-8B.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bfb6a7bc06d911184d9679d79ac9fdade4b3fee3b1ec72edc53d8aee1ad07244 +size 5720761792 diff --git a/MARSHAL-Generalist-Qwen3-8B.Q6_K.gguf b/MARSHAL-Generalist-Qwen3-8B.Q6_K.gguf new file mode 100644 index 0000000..6d1bc0c --- /dev/null +++ b/MARSHAL-Generalist-Qwen3-8B.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:be25067a05aeb103048ab581b846958bc739081fb07bfb73cf52ff02eea7511a +size 6725899712 diff --git a/MARSHAL-Generalist-Qwen3-8B.Q8_0.gguf b/MARSHAL-Generalist-Qwen3-8B.Q8_0.gguf new file mode 100644 index 0000000..3d94acd --- /dev/null +++ b/MARSHAL-Generalist-Qwen3-8B.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:690202a05e486dbd7f61a4b29bb02b978ba964f40cbfb2c3b2ba683b1cae953e +size 8709518784 diff --git a/MARSHAL-Generalist-Qwen3-8B.f16.gguf b/MARSHAL-Generalist-Qwen3-8B.f16.gguf new file mode 100644 index 0000000..89d7077 --- /dev/null +++ b/MARSHAL-Generalist-Qwen3-8B.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d0ae1728f7360abd31ea64493109b6522dd38814f643e74f968ea0c2560443a5 +size 16388044224 diff --git a/README.md b/README.md new file mode 100644 index 0000000..2497d3c --- /dev/null +++ b/README.md @@ -0,0 +1,77 @@ +--- +base_model: nics-efc/MARSHAL-Generalist-Qwen3-8B +language: +- en +library_name: transformers +license: apache-2.0 +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- reinforcement-learning +- multi-agent +- self-play +- reasoning +--- +## About + + + + + + + + + +static quants of https://huggingface.co/nics-efc/MARSHAL-Generalist-Qwen3-8B + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#MARSHAL-Generalist-Qwen3-8B-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/MARSHAL-Generalist-Qwen3-8B-GGUF/resolve/main/MARSHAL-Generalist-Qwen3-8B.Q2_K.gguf) | Q2_K | 3.4 | | +| [GGUF](https://huggingface.co/mradermacher/MARSHAL-Generalist-Qwen3-8B-GGUF/resolve/main/MARSHAL-Generalist-Qwen3-8B.Q3_K_S.gguf) | Q3_K_S | 3.9 | | +| [GGUF](https://huggingface.co/mradermacher/MARSHAL-Generalist-Qwen3-8B-GGUF/resolve/main/MARSHAL-Generalist-Qwen3-8B.Q3_K_M.gguf) | Q3_K_M | 4.2 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/MARSHAL-Generalist-Qwen3-8B-GGUF/resolve/main/MARSHAL-Generalist-Qwen3-8B.Q3_K_L.gguf) | Q3_K_L | 4.5 | | +| [GGUF](https://huggingface.co/mradermacher/MARSHAL-Generalist-Qwen3-8B-GGUF/resolve/main/MARSHAL-Generalist-Qwen3-8B.IQ4_XS.gguf) | IQ4_XS | 4.7 | | +| [GGUF](https://huggingface.co/mradermacher/MARSHAL-Generalist-Qwen3-8B-GGUF/resolve/main/MARSHAL-Generalist-Qwen3-8B.Q4_K_S.gguf) | Q4_K_S | 4.9 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/MARSHAL-Generalist-Qwen3-8B-GGUF/resolve/main/MARSHAL-Generalist-Qwen3-8B.Q4_K_M.gguf) | Q4_K_M | 5.1 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/MARSHAL-Generalist-Qwen3-8B-GGUF/resolve/main/MARSHAL-Generalist-Qwen3-8B.Q5_K_S.gguf) | Q5_K_S | 5.8 | | +| [GGUF](https://huggingface.co/mradermacher/MARSHAL-Generalist-Qwen3-8B-GGUF/resolve/main/MARSHAL-Generalist-Qwen3-8B.Q5_K_M.gguf) | Q5_K_M | 6.0 | | +| [GGUF](https://huggingface.co/mradermacher/MARSHAL-Generalist-Qwen3-8B-GGUF/resolve/main/MARSHAL-Generalist-Qwen3-8B.Q6_K.gguf) | Q6_K | 6.8 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/MARSHAL-Generalist-Qwen3-8B-GGUF/resolve/main/MARSHAL-Generalist-Qwen3-8B.Q8_0.gguf) | Q8_0 | 8.8 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/MARSHAL-Generalist-Qwen3-8B-GGUF/resolve/main/MARSHAL-Generalist-Qwen3-8B.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. + +