From cdc50c49fe7d96f63e1737e125f64a3ab80fbc1e Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Wed, 15 Jul 2026 22:12:13 +0800 Subject: [PATCH] =?UTF-8?q?=E5=88=9D=E5=A7=8B=E5=8C=96=E9=A1=B9=E7=9B=AE?= =?UTF-8?q?=EF=BC=8C=E7=94=B1ModelHub=20XC=E7=A4=BE=E5=8C=BA=E6=8F=90?= =?UTF-8?q?=E4=BE=9B=E6=A8=A1=E5=9E=8B?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Model: mradermacher/qwen-2.5-1.5B-Rasa-GGUF Source: Original Platform --- .gitattributes | 47 ++++++++++++++++++++++ README.md | 71 ++++++++++++++++++++++++++++++++++ qwen-2.5-1.5B-Rasa.IQ4_XS.gguf | 3 ++ qwen-2.5-1.5B-Rasa.Q2_K.gguf | 3 ++ qwen-2.5-1.5B-Rasa.Q3_K_L.gguf | 3 ++ qwen-2.5-1.5B-Rasa.Q3_K_M.gguf | 3 ++ qwen-2.5-1.5B-Rasa.Q3_K_S.gguf | 3 ++ qwen-2.5-1.5B-Rasa.Q4_K_M.gguf | 3 ++ qwen-2.5-1.5B-Rasa.Q4_K_S.gguf | 3 ++ qwen-2.5-1.5B-Rasa.Q5_K_M.gguf | 3 ++ qwen-2.5-1.5B-Rasa.Q5_K_S.gguf | 3 ++ qwen-2.5-1.5B-Rasa.Q6_K.gguf | 3 ++ qwen-2.5-1.5B-Rasa.Q8_0.gguf | 3 ++ qwen-2.5-1.5B-Rasa.f16.gguf | 3 ++ 14 files changed, 154 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 qwen-2.5-1.5B-Rasa.IQ4_XS.gguf create mode 100644 qwen-2.5-1.5B-Rasa.Q2_K.gguf create mode 100644 qwen-2.5-1.5B-Rasa.Q3_K_L.gguf create mode 100644 qwen-2.5-1.5B-Rasa.Q3_K_M.gguf create mode 100644 qwen-2.5-1.5B-Rasa.Q3_K_S.gguf create mode 100644 qwen-2.5-1.5B-Rasa.Q4_K_M.gguf create mode 100644 qwen-2.5-1.5B-Rasa.Q4_K_S.gguf create mode 100644 qwen-2.5-1.5B-Rasa.Q5_K_M.gguf create mode 100644 qwen-2.5-1.5B-Rasa.Q5_K_S.gguf create mode 100644 qwen-2.5-1.5B-Rasa.Q6_K.gguf create mode 100644 qwen-2.5-1.5B-Rasa.Q8_0.gguf create mode 100644 qwen-2.5-1.5B-Rasa.f16.gguf diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..d1d0bfb --- /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 +qwen-2.5-1.5B-Rasa.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +qwen-2.5-1.5B-Rasa.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +qwen-2.5-1.5B-Rasa.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +qwen-2.5-1.5B-Rasa.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +qwen-2.5-1.5B-Rasa.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +qwen-2.5-1.5B-Rasa.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +qwen-2.5-1.5B-Rasa.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +qwen-2.5-1.5B-Rasa.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +qwen-2.5-1.5B-Rasa.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +qwen-2.5-1.5B-Rasa.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +qwen-2.5-1.5B-Rasa.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +qwen-2.5-1.5B-Rasa.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..6f14858 --- /dev/null +++ b/README.md @@ -0,0 +1,71 @@ +--- +base_model: ookie/qwen-2.5-1.5B-Rasa +language: +- en +library_name: transformers +license: apache-2.0 +quantized_by: mradermacher +tags: +- text-generation-inference +- transformers +- unsloth +- qwen2 +- trl +- sft +--- +## About + + + + + + +static quants of https://huggingface.co/ookie/qwen-2.5-1.5B-Rasa + + +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/qwen-2.5-1.5B-Rasa-GGUF/resolve/main/qwen-2.5-1.5B-Rasa.Q2_K.gguf) | Q2_K | 0.8 | | +| [GGUF](https://huggingface.co/mradermacher/qwen-2.5-1.5B-Rasa-GGUF/resolve/main/qwen-2.5-1.5B-Rasa.Q3_K_S.gguf) | Q3_K_S | 0.9 | | +| [GGUF](https://huggingface.co/mradermacher/qwen-2.5-1.5B-Rasa-GGUF/resolve/main/qwen-2.5-1.5B-Rasa.Q3_K_M.gguf) | Q3_K_M | 0.9 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/qwen-2.5-1.5B-Rasa-GGUF/resolve/main/qwen-2.5-1.5B-Rasa.Q3_K_L.gguf) | Q3_K_L | 1.0 | | +| [GGUF](https://huggingface.co/mradermacher/qwen-2.5-1.5B-Rasa-GGUF/resolve/main/qwen-2.5-1.5B-Rasa.IQ4_XS.gguf) | IQ4_XS | 1.0 | | +| [GGUF](https://huggingface.co/mradermacher/qwen-2.5-1.5B-Rasa-GGUF/resolve/main/qwen-2.5-1.5B-Rasa.Q4_K_S.gguf) | Q4_K_S | 1.0 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/qwen-2.5-1.5B-Rasa-GGUF/resolve/main/qwen-2.5-1.5B-Rasa.Q4_K_M.gguf) | Q4_K_M | 1.1 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/qwen-2.5-1.5B-Rasa-GGUF/resolve/main/qwen-2.5-1.5B-Rasa.Q5_K_S.gguf) | Q5_K_S | 1.2 | | +| [GGUF](https://huggingface.co/mradermacher/qwen-2.5-1.5B-Rasa-GGUF/resolve/main/qwen-2.5-1.5B-Rasa.Q5_K_M.gguf) | Q5_K_M | 1.2 | | +| [GGUF](https://huggingface.co/mradermacher/qwen-2.5-1.5B-Rasa-GGUF/resolve/main/qwen-2.5-1.5B-Rasa.Q6_K.gguf) | Q6_K | 1.4 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/qwen-2.5-1.5B-Rasa-GGUF/resolve/main/qwen-2.5-1.5B-Rasa.Q8_0.gguf) | Q8_0 | 1.7 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/qwen-2.5-1.5B-Rasa-GGUF/resolve/main/qwen-2.5-1.5B-Rasa.f16.gguf) | f16 | 3.2 | 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. + + diff --git a/qwen-2.5-1.5B-Rasa.IQ4_XS.gguf b/qwen-2.5-1.5B-Rasa.IQ4_XS.gguf new file mode 100644 index 0000000..9fce101 --- /dev/null +++ b/qwen-2.5-1.5B-Rasa.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e184a56bdb198d9d4c2127bb30d2f3b3eb07d114bfd4ea3160c4a05996ff40b9 +size 902181888 diff --git a/qwen-2.5-1.5B-Rasa.Q2_K.gguf b/qwen-2.5-1.5B-Rasa.Q2_K.gguf new file mode 100644 index 0000000..8820b1e --- /dev/null +++ b/qwen-2.5-1.5B-Rasa.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e80f88136534a26bbc39f77724a374cb80c45066d5124846190a3566d338faba +size 676303872 diff --git a/qwen-2.5-1.5B-Rasa.Q3_K_L.gguf b/qwen-2.5-1.5B-Rasa.Q3_K_L.gguf new file mode 100644 index 0000000..13f0c58 --- /dev/null +++ b/qwen-2.5-1.5B-Rasa.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b96ddcf524f0a6fd4fe27f2777729a44568779f3d451b60dedb05051ba4dcd3f +size 880161792 diff --git a/qwen-2.5-1.5B-Rasa.Q3_K_M.gguf b/qwen-2.5-1.5B-Rasa.Q3_K_M.gguf new file mode 100644 index 0000000..bf3352d --- /dev/null +++ b/qwen-2.5-1.5B-Rasa.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9f44a4d746068decfe208555633dc564b276918927966c862c1a8c687545b169 +size 824177664 diff --git a/qwen-2.5-1.5B-Rasa.Q3_K_S.gguf b/qwen-2.5-1.5B-Rasa.Q3_K_S.gguf new file mode 100644 index 0000000..2cc079c --- /dev/null +++ b/qwen-2.5-1.5B-Rasa.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:397fcb69d1240137ff708f98df24654997309e53670114aa309a559c8854bda1 +size 760943616 diff --git a/qwen-2.5-1.5B-Rasa.Q4_K_M.gguf b/qwen-2.5-1.5B-Rasa.Q4_K_M.gguf new file mode 100644 index 0000000..19a4850 --- /dev/null +++ b/qwen-2.5-1.5B-Rasa.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e405e6e357087238c77fc5c3789b49fec613a93e2ccac25b13a128091b745493 +size 986047488 diff --git a/qwen-2.5-1.5B-Rasa.Q4_K_S.gguf b/qwen-2.5-1.5B-Rasa.Q4_K_S.gguf new file mode 100644 index 0000000..15851be --- /dev/null +++ b/qwen-2.5-1.5B-Rasa.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:72a3e649460eb9aece33da9d5af711ffc13915c607b33a15df825fe7207afb81 +size 940311552 diff --git a/qwen-2.5-1.5B-Rasa.Q5_K_M.gguf b/qwen-2.5-1.5B-Rasa.Q5_K_M.gguf new file mode 100644 index 0000000..f4c7af5 --- /dev/null +++ b/qwen-2.5-1.5B-Rasa.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dd45145aa6e9585025f3b6bfb534ef33f12b2e2f47b628015754a2f624c577c0 +size 1125049344 diff --git a/qwen-2.5-1.5B-Rasa.Q5_K_S.gguf b/qwen-2.5-1.5B-Rasa.Q5_K_S.gguf new file mode 100644 index 0000000..82c5630 --- /dev/null +++ b/qwen-2.5-1.5B-Rasa.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7399a9fa820ca5ac7dd2062d8f5be8a715cdfd75cb6d1ea6a6a29fa2744aaba4 +size 1098728448 diff --git a/qwen-2.5-1.5B-Rasa.Q6_K.gguf b/qwen-2.5-1.5B-Rasa.Q6_K.gguf new file mode 100644 index 0000000..ad102aa --- /dev/null +++ b/qwen-2.5-1.5B-Rasa.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8836a27dbc3b63a1e0bae9d1d4cee1b4319976bf61424f2f8ce4c2f3237f0590 +size 1272738816 diff --git a/qwen-2.5-1.5B-Rasa.Q8_0.gguf b/qwen-2.5-1.5B-Rasa.Q8_0.gguf new file mode 100644 index 0000000..5718bd2 --- /dev/null +++ b/qwen-2.5-1.5B-Rasa.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:da00dfd6c662f3a0c07196c236a88d9b5b1620d2432233251e2641521913b0f8 +size 1646572032 diff --git a/qwen-2.5-1.5B-Rasa.f16.gguf b/qwen-2.5-1.5B-Rasa.f16.gguf new file mode 100644 index 0000000..3d9bcb5 --- /dev/null +++ b/qwen-2.5-1.5B-Rasa.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f00c6905906742f9d97f4b4e245109484b4d228354eac6721146e0895c9972f3 +size 3093668352