commit 35f2d61bb46405d7bca2ec8a2e9ce516d47a5fe3 Author: ModelHub XC Date: Wed Jul 29 20:25:18 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/Qwen2.5-0.5B-Instruct-Thai-SFT-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..32a808f --- /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 +Qwen2.5-0.5B-Instruct-Thai-SFT.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2.5-0.5B-Instruct-Thai-SFT.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2.5-0.5B-Instruct-Thai-SFT.f16.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2.5-0.5B-Instruct-Thai-SFT.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2.5-0.5B-Instruct-Thai-SFT.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2.5-0.5B-Instruct-Thai-SFT.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2.5-0.5B-Instruct-Thai-SFT.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2.5-0.5B-Instruct-Thai-SFT.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2.5-0.5B-Instruct-Thai-SFT.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2.5-0.5B-Instruct-Thai-SFT.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2.5-0.5B-Instruct-Thai-SFT.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2.5-0.5B-Instruct-Thai-SFT.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2.5-0.5B-Instruct-Thai-SFT.Q4_0_4_4.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/Qwen2.5-0.5B-Instruct-Thai-SFT.IQ4_XS.gguf b/Qwen2.5-0.5B-Instruct-Thai-SFT.IQ4_XS.gguf new file mode 100644 index 0000000..1aac7f0 --- /dev/null +++ b/Qwen2.5-0.5B-Instruct-Thai-SFT.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:81fae0419d4789889d5c39c754f0d300c4674e0d68348e7a586416976e44e382 +size 351445632 diff --git a/Qwen2.5-0.5B-Instruct-Thai-SFT.Q2_K.gguf b/Qwen2.5-0.5B-Instruct-Thai-SFT.Q2_K.gguf new file mode 100644 index 0000000..c855c0f --- /dev/null +++ b/Qwen2.5-0.5B-Instruct-Thai-SFT.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:975d31237887d05f2e46b17b655652bb055dd3a2b3a470a76887a13802f5a993 +size 338607744 diff --git a/Qwen2.5-0.5B-Instruct-Thai-SFT.Q3_K_L.gguf b/Qwen2.5-0.5B-Instruct-Thai-SFT.Q3_K_L.gguf new file mode 100644 index 0000000..6894831 --- /dev/null +++ b/Qwen2.5-0.5B-Instruct-Thai-SFT.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:06aeaf9fc8f06f378d3820eb1ffabab573943c6084ee771cf527325cca1e5871 +size 369358464 diff --git a/Qwen2.5-0.5B-Instruct-Thai-SFT.Q3_K_M.gguf b/Qwen2.5-0.5B-Instruct-Thai-SFT.Q3_K_M.gguf new file mode 100644 index 0000000..9c88b22 --- /dev/null +++ b/Qwen2.5-0.5B-Instruct-Thai-SFT.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3fbd624ac7a19721a31b1d9c10fff640a19527d33ff4e954197d700614eec98d +size 355466880 diff --git a/Qwen2.5-0.5B-Instruct-Thai-SFT.Q3_K_S.gguf b/Qwen2.5-0.5B-Instruct-Thai-SFT.Q3_K_S.gguf new file mode 100644 index 0000000..0b40039 --- /dev/null +++ b/Qwen2.5-0.5B-Instruct-Thai-SFT.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:146712e8dd1e5362b065c889409862789bfd7e544d1abe6b3665a5bb5abc370c +size 338263680 diff --git a/Qwen2.5-0.5B-Instruct-Thai-SFT.Q4_0_4_4.gguf b/Qwen2.5-0.5B-Instruct-Thai-SFT.Q4_0_4_4.gguf new file mode 100644 index 0000000..d7bd1e7 --- /dev/null +++ b/Qwen2.5-0.5B-Instruct-Thai-SFT.Q4_0_4_4.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4ae85592872d1d31cc04580f021d004e276582d764a4f654c12227eb5f2629d4 +size 352155264 diff --git a/Qwen2.5-0.5B-Instruct-Thai-SFT.Q4_K_M.gguf b/Qwen2.5-0.5B-Instruct-Thai-SFT.Q4_K_M.gguf new file mode 100644 index 0000000..49c4479 --- /dev/null +++ b/Qwen2.5-0.5B-Instruct-Thai-SFT.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:71733289b42f4ecb9c43bf3652a40cebd5927cf6210cc4be83c9493ce8609eb9 +size 397808256 diff --git a/Qwen2.5-0.5B-Instruct-Thai-SFT.Q4_K_S.gguf b/Qwen2.5-0.5B-Instruct-Thai-SFT.Q4_K_S.gguf new file mode 100644 index 0000000..dfa4f24 --- /dev/null +++ b/Qwen2.5-0.5B-Instruct-Thai-SFT.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fdf8410af92854a11a29af80d8ef1cc5c1359aa1551c923b76980fb5e7e7d803 +size 385472128 diff --git a/Qwen2.5-0.5B-Instruct-Thai-SFT.Q5_K_M.gguf b/Qwen2.5-0.5B-Instruct-Thai-SFT.Q5_K_M.gguf new file mode 100644 index 0000000..56bf8a0 --- /dev/null +++ b/Qwen2.5-0.5B-Instruct-Thai-SFT.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:12a6eae579c356dcba4f6747e15570ba4dc7b81d748a904296e25112b6695d07 +size 420086400 diff --git a/Qwen2.5-0.5B-Instruct-Thai-SFT.Q5_K_S.gguf b/Qwen2.5-0.5B-Instruct-Thai-SFT.Q5_K_S.gguf new file mode 100644 index 0000000..efef194 --- /dev/null +++ b/Qwen2.5-0.5B-Instruct-Thai-SFT.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:02d96d662d12b44e5576452e562083136a0b0f022375c7370cf1b4381f61bdd0 +size 412710528 diff --git a/Qwen2.5-0.5B-Instruct-Thai-SFT.Q6_K.gguf b/Qwen2.5-0.5B-Instruct-Thai-SFT.Q6_K.gguf new file mode 100644 index 0000000..80e67b9 --- /dev/null +++ b/Qwen2.5-0.5B-Instruct-Thai-SFT.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fff35cba62b170e60b15444df5eb6c7cd35791bda106fdf1e876da19b1b3e5df +size 505736832 diff --git a/Qwen2.5-0.5B-Instruct-Thai-SFT.Q8_0.gguf b/Qwen2.5-0.5B-Instruct-Thai-SFT.Q8_0.gguf new file mode 100644 index 0000000..084b0b5 --- /dev/null +++ b/Qwen2.5-0.5B-Instruct-Thai-SFT.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:01ed5c656a24631cc6fb6f41d3c437542f74ff81beaee06f63d4f5fbada40545 +size 531068544 diff --git a/Qwen2.5-0.5B-Instruct-Thai-SFT.f16.gguf b/Qwen2.5-0.5B-Instruct-Thai-SFT.f16.gguf new file mode 100644 index 0000000..c951de8 --- /dev/null +++ b/Qwen2.5-0.5B-Instruct-Thai-SFT.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:39c156cb75e28cb1005c912642fa92c243b82f528fe415b136ec08980f7b4137 +size 994157184 diff --git a/README.md b/README.md new file mode 100644 index 0000000..38ef9fb --- /dev/null +++ b/README.md @@ -0,0 +1,66 @@ +--- +base_model: jaeyong2/Qwen2.5-0.5B-Instruct-Thai-SFT +language: +- th +- en +library_name: transformers +license: apache-2.0 +quantized_by: mradermacher +--- +## About + + + + + + +static quants of https://huggingface.co/jaeyong2/Qwen2.5-0.5B-Instruct-Thai-SFT + + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/Qwen2.5-0.5B-Instruct-Thai-SFT-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/Qwen2.5-0.5B-Instruct-Thai-SFT-GGUF/resolve/main/Qwen2.5-0.5B-Instruct-Thai-SFT.Q3_K_S.gguf) | Q3_K_S | 0.4 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-0.5B-Instruct-Thai-SFT-GGUF/resolve/main/Qwen2.5-0.5B-Instruct-Thai-SFT.Q2_K.gguf) | Q2_K | 0.4 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-0.5B-Instruct-Thai-SFT-GGUF/resolve/main/Qwen2.5-0.5B-Instruct-Thai-SFT.IQ4_XS.gguf) | IQ4_XS | 0.5 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-0.5B-Instruct-Thai-SFT-GGUF/resolve/main/Qwen2.5-0.5B-Instruct-Thai-SFT.Q4_0_4_4.gguf) | Q4_0_4_4 | 0.5 | fast on arm, low quality | +| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-0.5B-Instruct-Thai-SFT-GGUF/resolve/main/Qwen2.5-0.5B-Instruct-Thai-SFT.Q3_K_M.gguf) | Q3_K_M | 0.5 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-0.5B-Instruct-Thai-SFT-GGUF/resolve/main/Qwen2.5-0.5B-Instruct-Thai-SFT.Q3_K_L.gguf) | Q3_K_L | 0.5 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-0.5B-Instruct-Thai-SFT-GGUF/resolve/main/Qwen2.5-0.5B-Instruct-Thai-SFT.Q4_K_S.gguf) | Q4_K_S | 0.5 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-0.5B-Instruct-Thai-SFT-GGUF/resolve/main/Qwen2.5-0.5B-Instruct-Thai-SFT.Q4_K_M.gguf) | Q4_K_M | 0.5 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-0.5B-Instruct-Thai-SFT-GGUF/resolve/main/Qwen2.5-0.5B-Instruct-Thai-SFT.Q5_K_S.gguf) | Q5_K_S | 0.5 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-0.5B-Instruct-Thai-SFT-GGUF/resolve/main/Qwen2.5-0.5B-Instruct-Thai-SFT.Q5_K_M.gguf) | Q5_K_M | 0.5 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-0.5B-Instruct-Thai-SFT-GGUF/resolve/main/Qwen2.5-0.5B-Instruct-Thai-SFT.Q6_K.gguf) | Q6_K | 0.6 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-0.5B-Instruct-Thai-SFT-GGUF/resolve/main/Qwen2.5-0.5B-Instruct-Thai-SFT.Q8_0.gguf) | Q8_0 | 0.6 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-0.5B-Instruct-Thai-SFT-GGUF/resolve/main/Qwen2.5-0.5B-Instruct-Thai-SFT.f16.gguf) | f16 | 1.1 | 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. + +