commit b75c2ced93d82834bf614fc36ef96a56f32e9e8f Author: ModelHub XC Date: Sun Jul 12 03:56:13 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/GAINRL-Qwen2.5-Coder-3B-Instruct-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..986ede7 --- /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 +GAINRL-Qwen2.5-Coder-3B-Instruct.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +GAINRL-Qwen2.5-Coder-3B-Instruct.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +GAINRL-Qwen2.5-Coder-3B-Instruct.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +GAINRL-Qwen2.5-Coder-3B-Instruct.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +GAINRL-Qwen2.5-Coder-3B-Instruct.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +GAINRL-Qwen2.5-Coder-3B-Instruct.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +GAINRL-Qwen2.5-Coder-3B-Instruct.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +GAINRL-Qwen2.5-Coder-3B-Instruct.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +GAINRL-Qwen2.5-Coder-3B-Instruct.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +GAINRL-Qwen2.5-Coder-3B-Instruct.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +GAINRL-Qwen2.5-Coder-3B-Instruct.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +GAINRL-Qwen2.5-Coder-3B-Instruct.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/GAINRL-Qwen2.5-Coder-3B-Instruct.IQ4_XS.gguf b/GAINRL-Qwen2.5-Coder-3B-Instruct.IQ4_XS.gguf new file mode 100644 index 0000000..165bb35 --- /dev/null +++ b/GAINRL-Qwen2.5-Coder-3B-Instruct.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:73faf1bd1a55467d8851967d594c7eb1f689f36796dce9e1f4534d34ee40976b +size 1918491520 diff --git a/GAINRL-Qwen2.5-Coder-3B-Instruct.Q2_K.gguf b/GAINRL-Qwen2.5-Coder-3B-Instruct.Q2_K.gguf new file mode 100644 index 0000000..20e1a99 --- /dev/null +++ b/GAINRL-Qwen2.5-Coder-3B-Instruct.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:803210107c013cc69304d7734b6aa0e535f335461afd34d4d282deefc57a8cb2 +size 1376856960 diff --git a/GAINRL-Qwen2.5-Coder-3B-Instruct.Q3_K_L.gguf b/GAINRL-Qwen2.5-Coder-3B-Instruct.Q3_K_L.gguf new file mode 100644 index 0000000..28b8312 --- /dev/null +++ b/GAINRL-Qwen2.5-Coder-3B-Instruct.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6323388536f65192c5566bfee811f37f187d25874d8455ef732c4052360f8e9d +size 1841095552 diff --git a/GAINRL-Qwen2.5-Coder-3B-Instruct.Q3_K_M.gguf b/GAINRL-Qwen2.5-Coder-3B-Instruct.Q3_K_M.gguf new file mode 100644 index 0000000..5424f90 --- /dev/null +++ b/GAINRL-Qwen2.5-Coder-3B-Instruct.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:526d8f4c8ac98a35696a3df3ff466037b2c659ef8c5fcc1ae4a28928dfc4ac2b +size 1724179328 diff --git a/GAINRL-Qwen2.5-Coder-3B-Instruct.Q3_K_S.gguf b/GAINRL-Qwen2.5-Coder-3B-Instruct.Q3_K_S.gguf new file mode 100644 index 0000000..4cd537c --- /dev/null +++ b/GAINRL-Qwen2.5-Coder-3B-Instruct.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:023bc726816dd408148339e17247c577820250fe4ba7bc07e1f7bf02d0f8c6c4 +size 1588061056 diff --git a/GAINRL-Qwen2.5-Coder-3B-Instruct.Q4_K_M.gguf b/GAINRL-Qwen2.5-Coder-3B-Instruct.Q4_K_M.gguf new file mode 100644 index 0000000..0d67337 --- /dev/null +++ b/GAINRL-Qwen2.5-Coder-3B-Instruct.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cf6a304381a178924ffb6a56da4be1721becbcd6a08e65c339963c51fca825e5 +size 2104933248 diff --git a/GAINRL-Qwen2.5-Coder-3B-Instruct.Q4_K_S.gguf b/GAINRL-Qwen2.5-Coder-3B-Instruct.Q4_K_S.gguf new file mode 100644 index 0000000..877ccdd --- /dev/null +++ b/GAINRL-Qwen2.5-Coder-3B-Instruct.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:77b96a1d6ca179445d6ed1497342f24d6fd9a888e7b203962ffe274901e30411 +size 2009414528 diff --git a/GAINRL-Qwen2.5-Coder-3B-Instruct.Q5_K_M.gguf b/GAINRL-Qwen2.5-Coder-3B-Instruct.Q5_K_M.gguf new file mode 100644 index 0000000..8092719 --- /dev/null +++ b/GAINRL-Qwen2.5-Coder-3B-Instruct.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1df72e54890a4df325d743b684c9a8b31bebfce01573e7c9b9e7c1cf28962410 +size 2438740864 diff --git a/GAINRL-Qwen2.5-Coder-3B-Instruct.Q5_K_S.gguf b/GAINRL-Qwen2.5-Coder-3B-Instruct.Q5_K_S.gguf new file mode 100644 index 0000000..8334787 --- /dev/null +++ b/GAINRL-Qwen2.5-Coder-3B-Instruct.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e192f75fee3aacb7195eb9c22a59e220bc3706742645a87903a240c8bf8dec92 +size 2383592320 diff --git a/GAINRL-Qwen2.5-Coder-3B-Instruct.Q6_K.gguf b/GAINRL-Qwen2.5-Coder-3B-Instruct.Q6_K.gguf new file mode 100644 index 0000000..07a1ea2 --- /dev/null +++ b/GAINRL-Qwen2.5-Coder-3B-Instruct.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4702a2d144d1cc33e1c66f98bcc4c9bba33c62d0c172b88b3c36140fab9b69a7 +size 2793411456 diff --git a/GAINRL-Qwen2.5-Coder-3B-Instruct.Q8_0.gguf b/GAINRL-Qwen2.5-Coder-3B-Instruct.Q8_0.gguf new file mode 100644 index 0000000..fc153d2 --- /dev/null +++ b/GAINRL-Qwen2.5-Coder-3B-Instruct.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:42f92ac843698ea901a6866eeacb358bed4ad69a4a26375758e3cbd65ab77f97 +size 3616088960 diff --git a/GAINRL-Qwen2.5-Coder-3B-Instruct.f16.gguf b/GAINRL-Qwen2.5-Coder-3B-Instruct.f16.gguf new file mode 100644 index 0000000..5e2017a --- /dev/null +++ b/GAINRL-Qwen2.5-Coder-3B-Instruct.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9df3be2b866978e029737a53bf77f70662189af4a746fed9bb1d01f618713881 +size 6800647040 diff --git a/README.md b/README.md new file mode 100644 index 0000000..7c2afc8 --- /dev/null +++ b/README.md @@ -0,0 +1,71 @@ +--- +base_model: Qinsi1/GAINRL-Qwen2.5-Coder-3B-Instruct +language: +- en +library_name: transformers +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +--- +## About + + + + + + + + + +static quants of https://huggingface.co/Qinsi1/GAINRL-Qwen2.5-Coder-3B-Instruct + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#GAINRL-Qwen2.5-Coder-3B-Instruct-GGUF).*** + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/GAINRL-Qwen2.5-Coder-3B-Instruct-i1-GGUF +## 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/GAINRL-Qwen2.5-Coder-3B-Instruct-GGUF/resolve/main/GAINRL-Qwen2.5-Coder-3B-Instruct.Q2_K.gguf) | Q2_K | 1.5 | | +| [GGUF](https://huggingface.co/mradermacher/GAINRL-Qwen2.5-Coder-3B-Instruct-GGUF/resolve/main/GAINRL-Qwen2.5-Coder-3B-Instruct.Q3_K_S.gguf) | Q3_K_S | 1.7 | | +| [GGUF](https://huggingface.co/mradermacher/GAINRL-Qwen2.5-Coder-3B-Instruct-GGUF/resolve/main/GAINRL-Qwen2.5-Coder-3B-Instruct.Q3_K_M.gguf) | Q3_K_M | 1.8 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/GAINRL-Qwen2.5-Coder-3B-Instruct-GGUF/resolve/main/GAINRL-Qwen2.5-Coder-3B-Instruct.Q3_K_L.gguf) | Q3_K_L | 1.9 | | +| [GGUF](https://huggingface.co/mradermacher/GAINRL-Qwen2.5-Coder-3B-Instruct-GGUF/resolve/main/GAINRL-Qwen2.5-Coder-3B-Instruct.IQ4_XS.gguf) | IQ4_XS | 2.0 | | +| [GGUF](https://huggingface.co/mradermacher/GAINRL-Qwen2.5-Coder-3B-Instruct-GGUF/resolve/main/GAINRL-Qwen2.5-Coder-3B-Instruct.Q4_K_S.gguf) | Q4_K_S | 2.1 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/GAINRL-Qwen2.5-Coder-3B-Instruct-GGUF/resolve/main/GAINRL-Qwen2.5-Coder-3B-Instruct.Q4_K_M.gguf) | Q4_K_M | 2.2 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/GAINRL-Qwen2.5-Coder-3B-Instruct-GGUF/resolve/main/GAINRL-Qwen2.5-Coder-3B-Instruct.Q5_K_S.gguf) | Q5_K_S | 2.5 | | +| [GGUF](https://huggingface.co/mradermacher/GAINRL-Qwen2.5-Coder-3B-Instruct-GGUF/resolve/main/GAINRL-Qwen2.5-Coder-3B-Instruct.Q5_K_M.gguf) | Q5_K_M | 2.5 | | +| [GGUF](https://huggingface.co/mradermacher/GAINRL-Qwen2.5-Coder-3B-Instruct-GGUF/resolve/main/GAINRL-Qwen2.5-Coder-3B-Instruct.Q6_K.gguf) | Q6_K | 2.9 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/GAINRL-Qwen2.5-Coder-3B-Instruct-GGUF/resolve/main/GAINRL-Qwen2.5-Coder-3B-Instruct.Q8_0.gguf) | Q8_0 | 3.7 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/GAINRL-Qwen2.5-Coder-3B-Instruct-GGUF/resolve/main/GAINRL-Qwen2.5-Coder-3B-Instruct.f16.gguf) | f16 | 6.9 | 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. + +