commit d21a0eb146d929c06c98b2fe3c2bd8645d579f0c Author: ModelHub XC Date: Sat Jun 13 21:02:18 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/AutoTrain-Qwen-Rui-HLR-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..e9ca834 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,48 @@ +*.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 +AutoTrain-Qwen-Rui-HLR.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +AutoTrain-Qwen-Rui-HLR.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +AutoTrain-Qwen-Rui-HLR.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +AutoTrain-Qwen-Rui-HLR.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +AutoTrain-Qwen-Rui-HLR.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +AutoTrain-Qwen-Rui-HLR.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +AutoTrain-Qwen-Rui-HLR.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +AutoTrain-Qwen-Rui-HLR.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +AutoTrain-Qwen-Rui-HLR.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +AutoTrain-Qwen-Rui-HLR.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +AutoTrain-Qwen-Rui-HLR.f16.gguf filter=lfs diff=lfs merge=lfs -text +AutoTrain-Qwen-Rui-HLR.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +AutoTrain-Qwen-Rui-HLR.Q4_0_4_4.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/AutoTrain-Qwen-Rui-HLR.IQ4_XS.gguf b/AutoTrain-Qwen-Rui-HLR.IQ4_XS.gguf new file mode 100644 index 0000000..bc260eb --- /dev/null +++ b/AutoTrain-Qwen-Rui-HLR.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:394737c0ba67016e0a63b7ad4dd2b12ea361dbc5601f8089359165b7173c1120 +size 1752728640 diff --git a/AutoTrain-Qwen-Rui-HLR.Q2_K.gguf b/AutoTrain-Qwen-Rui-HLR.Q2_K.gguf new file mode 100644 index 0000000..9e7461f --- /dev/null +++ b/AutoTrain-Qwen-Rui-HLR.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bb3610ab7a64f4a9116c763072bc2d53e975dfe1607d368975d9a7fd6cdae69d +size 1274299456 diff --git a/AutoTrain-Qwen-Rui-HLR.Q3_K_L.gguf b/AutoTrain-Qwen-Rui-HLR.Q3_K_L.gguf new file mode 100644 index 0000000..e83ee3d --- /dev/null +++ b/AutoTrain-Qwen-Rui-HLR.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:94b25c39278d887596368b9e68984e447639c6f9c742571f8841413208fa3e83 +size 1706935360 diff --git a/AutoTrain-Qwen-Rui-HLR.Q3_K_M.gguf b/AutoTrain-Qwen-Rui-HLR.Q3_K_M.gguf new file mode 100644 index 0000000..17e6772 --- /dev/null +++ b/AutoTrain-Qwen-Rui-HLR.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:69fcfa409ce9af4ff489efae5de3bd52656b730d33fc9c06c60db076f7ab82aa +size 1590019136 diff --git a/AutoTrain-Qwen-Rui-HLR.Q3_K_S.gguf b/AutoTrain-Qwen-Rui-HLR.Q3_K_S.gguf new file mode 100644 index 0000000..9621c43 --- /dev/null +++ b/AutoTrain-Qwen-Rui-HLR.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a72c59a7242691e1687f25ffd55a608b97665e8cc1b3f44fdf01aa08c9b6234e +size 1453900864 diff --git a/AutoTrain-Qwen-Rui-HLR.Q4_0_4_4.gguf b/AutoTrain-Qwen-Rui-HLR.Q4_0_4_4.gguf new file mode 100644 index 0000000..36cdb28 --- /dev/null +++ b/AutoTrain-Qwen-Rui-HLR.Q4_0_4_4.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1953150c7bb37fa91d23177b2b615e465b80cb27078affaeaba344ae1b989273 +size 1822393408 diff --git a/AutoTrain-Qwen-Rui-HLR.Q4_K_M.gguf b/AutoTrain-Qwen-Rui-HLR.Q4_K_M.gguf new file mode 100644 index 0000000..6344667 --- /dev/null +++ b/AutoTrain-Qwen-Rui-HLR.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:12d9c5e7e5b55c4263ee60725dd2e08f0e000e87465376bca709134aab30b538 +size 1929446464 diff --git a/AutoTrain-Qwen-Rui-HLR.Q4_K_S.gguf b/AutoTrain-Qwen-Rui-HLR.Q4_K_S.gguf new file mode 100644 index 0000000..8164cf3 --- /dev/null +++ b/AutoTrain-Qwen-Rui-HLR.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9a5d4ba72c932204d5be7f0a59ae2b07edb9c3b4d6b5199a10ccfb4c0749bb7b +size 1833927744 diff --git a/AutoTrain-Qwen-Rui-HLR.Q5_K_M.gguf b/AutoTrain-Qwen-Rui-HLR.Q5_K_M.gguf new file mode 100644 index 0000000..3ada3de --- /dev/null +++ b/AutoTrain-Qwen-Rui-HLR.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:47c408d879f842682aa63a947ea274b18037d93d1314ff5e68d4df8ddb74b247 +size 2224358464 diff --git a/AutoTrain-Qwen-Rui-HLR.Q5_K_S.gguf b/AutoTrain-Qwen-Rui-HLR.Q5_K_S.gguf new file mode 100644 index 0000000..46893d8 --- /dev/null +++ b/AutoTrain-Qwen-Rui-HLR.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fd5c392df9e899d114c43427330a5809fc8ba29c0c634fdd35b9fc4046133622 +size 2169209920 diff --git a/AutoTrain-Qwen-Rui-HLR.Q6_K.gguf b/AutoTrain-Qwen-Rui-HLR.Q6_K.gguf new file mode 100644 index 0000000..92ea017 --- /dev/null +++ b/AutoTrain-Qwen-Rui-HLR.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9f37725fad297996d0429c4429dd8f680e33ad0207a664e701d8456dc597edd5 +size 2537702464 diff --git a/AutoTrain-Qwen-Rui-HLR.Q8_0.gguf b/AutoTrain-Qwen-Rui-HLR.Q8_0.gguf new file mode 100644 index 0000000..dff1e3f --- /dev/null +++ b/AutoTrain-Qwen-Rui-HLR.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2fd93f29d6757c675b456dc8a867c4fabb06fb34a48dc56915bea9dbdacbc9ca +size 3284887264 diff --git a/AutoTrain-Qwen-Rui-HLR.f16.gguf b/AutoTrain-Qwen-Rui-HLR.f16.gguf new file mode 100644 index 0000000..3470672 --- /dev/null +++ b/AutoTrain-Qwen-Rui-HLR.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9718cf91ded9558a8d81793a9a0052a867bac741e35565e55de846d0a978914d +size 6177215584 diff --git a/README.md b/README.md new file mode 100644 index 0000000..1c0ea54 --- /dev/null +++ b/README.md @@ -0,0 +1,72 @@ +--- +base_model: Uynaity/AutoTrain-Qwen-Rui-HLR +datasets: +- Uynaity/Rui-Pro +language: +- en +library_name: transformers +license: other +quantized_by: mradermacher +tags: +- autotrain +- text-generation-inference +- text-generation +- peft +--- +## About + + + + + + +static quants of https://huggingface.co/Uynaity/AutoTrain-Qwen-Rui-HLR + + +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/AutoTrain-Qwen-Rui-HLR-GGUF/resolve/main/AutoTrain-Qwen-Rui-HLR.Q2_K.gguf) | Q2_K | 1.4 | | +| [GGUF](https://huggingface.co/mradermacher/AutoTrain-Qwen-Rui-HLR-GGUF/resolve/main/AutoTrain-Qwen-Rui-HLR.Q3_K_S.gguf) | Q3_K_S | 1.6 | | +| [GGUF](https://huggingface.co/mradermacher/AutoTrain-Qwen-Rui-HLR-GGUF/resolve/main/AutoTrain-Qwen-Rui-HLR.Q3_K_M.gguf) | Q3_K_M | 1.7 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/AutoTrain-Qwen-Rui-HLR-GGUF/resolve/main/AutoTrain-Qwen-Rui-HLR.Q3_K_L.gguf) | Q3_K_L | 1.8 | | +| [GGUF](https://huggingface.co/mradermacher/AutoTrain-Qwen-Rui-HLR-GGUF/resolve/main/AutoTrain-Qwen-Rui-HLR.IQ4_XS.gguf) | IQ4_XS | 1.9 | | +| [GGUF](https://huggingface.co/mradermacher/AutoTrain-Qwen-Rui-HLR-GGUF/resolve/main/AutoTrain-Qwen-Rui-HLR.Q4_0_4_4.gguf) | Q4_0_4_4 | 1.9 | fast on arm, low quality | +| [GGUF](https://huggingface.co/mradermacher/AutoTrain-Qwen-Rui-HLR-GGUF/resolve/main/AutoTrain-Qwen-Rui-HLR.Q4_K_S.gguf) | Q4_K_S | 1.9 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/AutoTrain-Qwen-Rui-HLR-GGUF/resolve/main/AutoTrain-Qwen-Rui-HLR.Q4_K_M.gguf) | Q4_K_M | 2.0 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/AutoTrain-Qwen-Rui-HLR-GGUF/resolve/main/AutoTrain-Qwen-Rui-HLR.Q5_K_S.gguf) | Q5_K_S | 2.3 | | +| [GGUF](https://huggingface.co/mradermacher/AutoTrain-Qwen-Rui-HLR-GGUF/resolve/main/AutoTrain-Qwen-Rui-HLR.Q5_K_M.gguf) | Q5_K_M | 2.3 | | +| [GGUF](https://huggingface.co/mradermacher/AutoTrain-Qwen-Rui-HLR-GGUF/resolve/main/AutoTrain-Qwen-Rui-HLR.Q6_K.gguf) | Q6_K | 2.6 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/AutoTrain-Qwen-Rui-HLR-GGUF/resolve/main/AutoTrain-Qwen-Rui-HLR.Q8_0.gguf) | Q8_0 | 3.4 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/AutoTrain-Qwen-Rui-HLR-GGUF/resolve/main/AutoTrain-Qwen-Rui-HLR.f16.gguf) | f16 | 6.3 | 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. + +