commit 04aa7c824e832100fa53e82a58e0f3e36231d88c Author: ModelHub XC Date: Sat Apr 18 23:30:37 2026 +0800 初始化项目,由ModelHub XC社区提供模型 Model: mradermacher/Qwen3-8B-UnBias-Plus-SFT-Instruct-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..d3d2521 --- /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 +Qwen3-8B-UnBias-Plus-SFT-Instruct.f16.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-8B-UnBias-Plus-SFT-Instruct.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-8B-UnBias-Plus-SFT-Instruct.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-8B-UnBias-Plus-SFT-Instruct.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-8B-UnBias-Plus-SFT-Instruct.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-8B-UnBias-Plus-SFT-Instruct.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-8B-UnBias-Plus-SFT-Instruct.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-8B-UnBias-Plus-SFT-Instruct.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-8B-UnBias-Plus-SFT-Instruct.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-8B-UnBias-Plus-SFT-Instruct.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-8B-UnBias-Plus-SFT-Instruct.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-8B-UnBias-Plus-SFT-Instruct.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/Qwen3-8B-UnBias-Plus-SFT-Instruct.IQ4_XS.gguf b/Qwen3-8B-UnBias-Plus-SFT-Instruct.IQ4_XS.gguf new file mode 100644 index 0000000..a56b29e --- /dev/null +++ b/Qwen3-8B-UnBias-Plus-SFT-Instruct.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6e7ec2a96b4e977d8e3e2a2b095a5431220b36f78dc996fb979c5c5cf6d0235b +size 4593298048 diff --git a/Qwen3-8B-UnBias-Plus-SFT-Instruct.Q2_K.gguf b/Qwen3-8B-UnBias-Plus-SFT-Instruct.Q2_K.gguf new file mode 100644 index 0000000..02c6278 --- /dev/null +++ b/Qwen3-8B-UnBias-Plus-SFT-Instruct.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a2eeedc6fa294e7cb2dbc22ac892fa98274c69544e7160209c9491839e70d8be +size 3281734272 diff --git a/Qwen3-8B-UnBias-Plus-SFT-Instruct.Q3_K_L.gguf b/Qwen3-8B-UnBias-Plus-SFT-Instruct.Q3_K_L.gguf new file mode 100644 index 0000000..c68da3f --- /dev/null +++ b/Qwen3-8B-UnBias-Plus-SFT-Instruct.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:46b648825b77cec0c167e8b625426f0946a4fdc4a69fee9e43b341b9e407240f +size 4431395456 diff --git a/Qwen3-8B-UnBias-Plus-SFT-Instruct.Q3_K_M.gguf b/Qwen3-8B-UnBias-Plus-SFT-Instruct.Q3_K_M.gguf new file mode 100644 index 0000000..4dc7b5b --- /dev/null +++ b/Qwen3-8B-UnBias-Plus-SFT-Instruct.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:37e3a5e064f9f485f63c6bce9ac8a53309ddd373cccabe68ca6829c6ac600e53 +size 4124162688 diff --git a/Qwen3-8B-UnBias-Plus-SFT-Instruct.Q3_K_S.gguf b/Qwen3-8B-UnBias-Plus-SFT-Instruct.Q3_K_S.gguf new file mode 100644 index 0000000..45e5caa --- /dev/null +++ b/Qwen3-8B-UnBias-Plus-SFT-Instruct.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:42f638c71a20249dd1754ad0cbb67d9a55273574a32e237b31528d4c216b4e85 +size 3769612928 diff --git a/Qwen3-8B-UnBias-Plus-SFT-Instruct.Q4_K_M.gguf b/Qwen3-8B-UnBias-Plus-SFT-Instruct.Q4_K_M.gguf new file mode 100644 index 0000000..2415b7b --- /dev/null +++ b/Qwen3-8B-UnBias-Plus-SFT-Instruct.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6fbe752888703b41834977570bdd8c22748e5fc487326903c7af6821dc946404 +size 5027785344 diff --git a/Qwen3-8B-UnBias-Plus-SFT-Instruct.Q4_K_S.gguf b/Qwen3-8B-UnBias-Plus-SFT-Instruct.Q4_K_S.gguf new file mode 100644 index 0000000..7053ee3 --- /dev/null +++ b/Qwen3-8B-UnBias-Plus-SFT-Instruct.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b0c491fdae9c65ae8508c67c1a21a51fe367562ca5341e2a4332c98096d69d49 +size 4802013824 diff --git a/Qwen3-8B-UnBias-Plus-SFT-Instruct.Q5_K_M.gguf b/Qwen3-8B-UnBias-Plus-SFT-Instruct.Q5_K_M.gguf new file mode 100644 index 0000000..5a06d38 --- /dev/null +++ b/Qwen3-8B-UnBias-Plus-SFT-Instruct.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:700b7a4f0653706ad960bb2fd84ee6c709137cb50f9e486756a5d3e856685084 +size 5851114112 diff --git a/Qwen3-8B-UnBias-Plus-SFT-Instruct.Q5_K_S.gguf b/Qwen3-8B-UnBias-Plus-SFT-Instruct.Q5_K_S.gguf new file mode 100644 index 0000000..6043917 --- /dev/null +++ b/Qwen3-8B-UnBias-Plus-SFT-Instruct.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b6ce4f1e330b1434f0facd7efd67541b41b235213a80798e29fc232358c9fa53 +size 5720763008 diff --git a/Qwen3-8B-UnBias-Plus-SFT-Instruct.Q6_K.gguf b/Qwen3-8B-UnBias-Plus-SFT-Instruct.Q6_K.gguf new file mode 100644 index 0000000..1cd873b --- /dev/null +++ b/Qwen3-8B-UnBias-Plus-SFT-Instruct.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a6befc9459b60a9a142a9ad27586254c7924c5cc6c7129cb4c8d98f1b1ceeab8 +size 6725900928 diff --git a/Qwen3-8B-UnBias-Plus-SFT-Instruct.Q8_0.gguf b/Qwen3-8B-UnBias-Plus-SFT-Instruct.Q8_0.gguf new file mode 100644 index 0000000..5e7e1ba --- /dev/null +++ b/Qwen3-8B-UnBias-Plus-SFT-Instruct.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e31a1fbc65a6ce3a924341352d80d8f11bd2f29fca925b3053a4cb91dad26c9c +size 8709520000 diff --git a/Qwen3-8B-UnBias-Plus-SFT-Instruct.f16.gguf b/Qwen3-8B-UnBias-Plus-SFT-Instruct.f16.gguf new file mode 100644 index 0000000..e125266 --- /dev/null +++ b/Qwen3-8B-UnBias-Plus-SFT-Instruct.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5ce9bd53fcaeef98e51f5a04587144fe514140d3e35898199aec48e0af2202f8 +size 16388045440 diff --git a/README.md b/README.md new file mode 100644 index 0000000..417e765 --- /dev/null +++ b/README.md @@ -0,0 +1,82 @@ +--- +base_model: vector-institute/Qwen3-8B-UnBias-Plus-SFT-Instruct +datasets: +- vector-institute/Unbias-plus +language: +- en +library_name: transformers +license: apache-2.0 +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- qwen3 +- bias-detection +- news-debiasing +- text-generation +- fine-tuned +- unsloth +- sft +--- +## About + + + + + + + + + +static quants of https://huggingface.co/vector-institute/Qwen3-8B-UnBias-Plus-SFT-Instruct + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Qwen3-8B-UnBias-Plus-SFT-Instruct-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-UnBias-Plus-SFT-Instruct-GGUF/resolve/main/Qwen3-8B-UnBias-Plus-SFT-Instruct.Q2_K.gguf) | Q2_K | 3.4 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-8B-UnBias-Plus-SFT-Instruct-GGUF/resolve/main/Qwen3-8B-UnBias-Plus-SFT-Instruct.Q3_K_S.gguf) | Q3_K_S | 3.9 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-8B-UnBias-Plus-SFT-Instruct-GGUF/resolve/main/Qwen3-8B-UnBias-Plus-SFT-Instruct.Q3_K_M.gguf) | Q3_K_M | 4.2 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-8B-UnBias-Plus-SFT-Instruct-GGUF/resolve/main/Qwen3-8B-UnBias-Plus-SFT-Instruct.Q3_K_L.gguf) | Q3_K_L | 4.5 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-8B-UnBias-Plus-SFT-Instruct-GGUF/resolve/main/Qwen3-8B-UnBias-Plus-SFT-Instruct.IQ4_XS.gguf) | IQ4_XS | 4.7 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-8B-UnBias-Plus-SFT-Instruct-GGUF/resolve/main/Qwen3-8B-UnBias-Plus-SFT-Instruct.Q4_K_S.gguf) | Q4_K_S | 4.9 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-8B-UnBias-Plus-SFT-Instruct-GGUF/resolve/main/Qwen3-8B-UnBias-Plus-SFT-Instruct.Q4_K_M.gguf) | Q4_K_M | 5.1 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-8B-UnBias-Plus-SFT-Instruct-GGUF/resolve/main/Qwen3-8B-UnBias-Plus-SFT-Instruct.Q5_K_S.gguf) | Q5_K_S | 5.8 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-8B-UnBias-Plus-SFT-Instruct-GGUF/resolve/main/Qwen3-8B-UnBias-Plus-SFT-Instruct.Q5_K_M.gguf) | Q5_K_M | 6.0 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-8B-UnBias-Plus-SFT-Instruct-GGUF/resolve/main/Qwen3-8B-UnBias-Plus-SFT-Instruct.Q6_K.gguf) | Q6_K | 6.8 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-8B-UnBias-Plus-SFT-Instruct-GGUF/resolve/main/Qwen3-8B-UnBias-Plus-SFT-Instruct.Q8_0.gguf) | Q8_0 | 8.8 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-8B-UnBias-Plus-SFT-Instruct-GGUF/resolve/main/Qwen3-8B-UnBias-Plus-SFT-Instruct.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. + +