commit 0676c2640db279731140d45efd051fcd7c5d755d Author: ModelHub XC Date: Wed May 6 00:40:41 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/Qwen2.5-Coder-14B-Instruct-reason-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..de0aa4e --- /dev/null +++ b/.gitattributes @@ -0,0 +1,46 @@ +*.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 +Qwen2.5-Coder-14B-Instruct-reason.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2.5-Coder-14B-Instruct-reason.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2.5-Coder-14B-Instruct-reason.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2.5-Coder-14B-Instruct-reason.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2.5-Coder-14B-Instruct-reason.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2.5-Coder-14B-Instruct-reason.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2.5-Coder-14B-Instruct-reason.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2.5-Coder-14B-Instruct-reason.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2.5-Coder-14B-Instruct-reason.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2.5-Coder-14B-Instruct-reason.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2.5-Coder-14B-Instruct-reason.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/Qwen2.5-Coder-14B-Instruct-reason.IQ4_XS.gguf b/Qwen2.5-Coder-14B-Instruct-reason.IQ4_XS.gguf new file mode 100644 index 0000000..e8d352c --- /dev/null +++ b/Qwen2.5-Coder-14B-Instruct-reason.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fc817b9ad089a958dabea37fa22b96349415587e37d4ff4fd3f72b909e167f0d +size 8186196384 diff --git a/Qwen2.5-Coder-14B-Instruct-reason.Q2_K.gguf b/Qwen2.5-Coder-14B-Instruct-reason.Q2_K.gguf new file mode 100644 index 0000000..e1447c3 --- /dev/null +++ b/Qwen2.5-Coder-14B-Instruct-reason.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3ac665c217d85b4bfe7ea843bf3b0e63717c2e527fb4321ea26b4e5effeed74c +size 5770498464 diff --git a/Qwen2.5-Coder-14B-Instruct-reason.Q3_K_L.gguf b/Qwen2.5-Coder-14B-Instruct-reason.Q3_K_L.gguf new file mode 100644 index 0000000..805634b --- /dev/null +++ b/Qwen2.5-Coder-14B-Instruct-reason.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b899645f1d87e465918b98297fff3a563181dd958363b9f3febac9a7848bfe86 +size 7924769184 diff --git a/Qwen2.5-Coder-14B-Instruct-reason.Q3_K_M.gguf b/Qwen2.5-Coder-14B-Instruct-reason.Q3_K_M.gguf new file mode 100644 index 0000000..0c90970 --- /dev/null +++ b/Qwen2.5-Coder-14B-Instruct-reason.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:80ddb3afe24c3019a21094e664be18dcf455e0c5c30b557e217113c460943900 +size 7339205024 diff --git a/Qwen2.5-Coder-14B-Instruct-reason.Q3_K_S.gguf b/Qwen2.5-Coder-14B-Instruct-reason.Q3_K_S.gguf new file mode 100644 index 0000000..750f202 --- /dev/null +++ b/Qwen2.5-Coder-14B-Instruct-reason.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9cdb7d18d34725d459f8d7a6120161bfa1814d6c0d632adb5f5564a2b8785f4d +size 6659596704 diff --git a/Qwen2.5-Coder-14B-Instruct-reason.Q4_K_M.gguf b/Qwen2.5-Coder-14B-Instruct-reason.Q4_K_M.gguf new file mode 100644 index 0000000..69fc454 --- /dev/null +++ b/Qwen2.5-Coder-14B-Instruct-reason.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:36cf985990c5df3f377021fd16f2c5f42ae8a2f8ac3dbd7816b5f951ed5adfa1 +size 8988111264 diff --git a/Qwen2.5-Coder-14B-Instruct-reason.Q4_K_S.gguf b/Qwen2.5-Coder-14B-Instruct-reason.Q4_K_S.gguf new file mode 100644 index 0000000..a37f254 --- /dev/null +++ b/Qwen2.5-Coder-14B-Instruct-reason.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3e4aff15edfab092223bdc2fb9bcb6ef6e998a67f45c609f3f28d49f55577ec3 +size 8573432224 diff --git a/Qwen2.5-Coder-14B-Instruct-reason.Q5_K_M.gguf b/Qwen2.5-Coder-14B-Instruct-reason.Q5_K_M.gguf new file mode 100644 index 0000000..330d5ac --- /dev/null +++ b/Qwen2.5-Coder-14B-Instruct-reason.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8eb07a14d96af788339fa9f124cef0499f8d1250cdf835eddd3560e1b5fdff1d +size 10508874144 diff --git a/Qwen2.5-Coder-14B-Instruct-reason.Q5_K_S.gguf b/Qwen2.5-Coder-14B-Instruct-reason.Q5_K_S.gguf new file mode 100644 index 0000000..8f28a2c --- /dev/null +++ b/Qwen2.5-Coder-14B-Instruct-reason.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:eecd181cb54264239ae5b483e09b3d78cd1adca1ff8f25bcf54db420969be9d7 +size 10266554784 diff --git a/Qwen2.5-Coder-14B-Instruct-reason.Q6_K.gguf b/Qwen2.5-Coder-14B-Instruct-reason.Q6_K.gguf new file mode 100644 index 0000000..9b2e21a --- /dev/null +++ b/Qwen2.5-Coder-14B-Instruct-reason.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d5ce40e5b9fa3991a6f960972788b00cc2f709bcb038445e5629d647d0809b68 +size 12124684704 diff --git a/Qwen2.5-Coder-14B-Instruct-reason.Q8_0.gguf b/Qwen2.5-Coder-14B-Instruct-reason.Q8_0.gguf new file mode 100644 index 0000000..ad58dc0 --- /dev/null +++ b/Qwen2.5-Coder-14B-Instruct-reason.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d3a78b0f1516e352fe542fcc71babdea41431b71a8395e7068bb5e039b8f6da0 +size 15701598624 diff --git a/README.md b/README.md new file mode 100644 index 0000000..ef9e31d --- /dev/null +++ b/README.md @@ -0,0 +1,71 @@ +--- +base_model: dbands/Qwen2.5-Coder-14B-Instruct-reason +datasets: +- openai/gsm8k +language: +- en +library_name: transformers +license: apache-2.0 +quantized_by: mradermacher +tags: +- text-generation-inference +- transformers +- unsloth +- qwen2 +- trl +--- +## About + + + + + + +static quants of https://huggingface.co/dbands/Qwen2.5-Coder-14B-Instruct-reason + + +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/Qwen2.5-Coder-14B-Instruct-reason-GGUF/resolve/main/Qwen2.5-Coder-14B-Instruct-reason.Q2_K.gguf) | Q2_K | 5.9 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-Coder-14B-Instruct-reason-GGUF/resolve/main/Qwen2.5-Coder-14B-Instruct-reason.Q3_K_S.gguf) | Q3_K_S | 6.8 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-Coder-14B-Instruct-reason-GGUF/resolve/main/Qwen2.5-Coder-14B-Instruct-reason.Q3_K_M.gguf) | Q3_K_M | 7.4 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-Coder-14B-Instruct-reason-GGUF/resolve/main/Qwen2.5-Coder-14B-Instruct-reason.Q3_K_L.gguf) | Q3_K_L | 8.0 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-Coder-14B-Instruct-reason-GGUF/resolve/main/Qwen2.5-Coder-14B-Instruct-reason.IQ4_XS.gguf) | IQ4_XS | 8.3 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-Coder-14B-Instruct-reason-GGUF/resolve/main/Qwen2.5-Coder-14B-Instruct-reason.Q4_K_S.gguf) | Q4_K_S | 8.7 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-Coder-14B-Instruct-reason-GGUF/resolve/main/Qwen2.5-Coder-14B-Instruct-reason.Q4_K_M.gguf) | Q4_K_M | 9.1 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-Coder-14B-Instruct-reason-GGUF/resolve/main/Qwen2.5-Coder-14B-Instruct-reason.Q5_K_S.gguf) | Q5_K_S | 10.4 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-Coder-14B-Instruct-reason-GGUF/resolve/main/Qwen2.5-Coder-14B-Instruct-reason.Q5_K_M.gguf) | Q5_K_M | 10.6 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-Coder-14B-Instruct-reason-GGUF/resolve/main/Qwen2.5-Coder-14B-Instruct-reason.Q6_K.gguf) | Q6_K | 12.2 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-Coder-14B-Instruct-reason-GGUF/resolve/main/Qwen2.5-Coder-14B-Instruct-reason.Q8_0.gguf) | Q8_0 | 15.8 | fast, best quality | + +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. + +