commit 5f5ea128a42906ce7c79858e5f3c96601b928151 Author: ModelHub XC Date: Mon May 25 02:13:16 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/MiniCPM4-0.5B-Coding-Finetuned-v1-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..34f9478 --- /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 +MiniCPM4-0.5B-Coding-Finetuned-v1.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +MiniCPM4-0.5B-Coding-Finetuned-v1.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +MiniCPM4-0.5B-Coding-Finetuned-v1.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +MiniCPM4-0.5B-Coding-Finetuned-v1.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +MiniCPM4-0.5B-Coding-Finetuned-v1.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +MiniCPM4-0.5B-Coding-Finetuned-v1.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +MiniCPM4-0.5B-Coding-Finetuned-v1.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +MiniCPM4-0.5B-Coding-Finetuned-v1.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +MiniCPM4-0.5B-Coding-Finetuned-v1.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +MiniCPM4-0.5B-Coding-Finetuned-v1.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +MiniCPM4-0.5B-Coding-Finetuned-v1.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +MiniCPM4-0.5B-Coding-Finetuned-v1.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/MiniCPM4-0.5B-Coding-Finetuned-v1.IQ4_XS.gguf b/MiniCPM4-0.5B-Coding-Finetuned-v1.IQ4_XS.gguf new file mode 100644 index 0000000..77d7dd1 --- /dev/null +++ b/MiniCPM4-0.5B-Coding-Finetuned-v1.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4ca716b290f3839f84fbb318d14a265b69096d259a2f0985b954cdd579355931 +size 256559136 diff --git a/MiniCPM4-0.5B-Coding-Finetuned-v1.Q2_K.gguf b/MiniCPM4-0.5B-Coding-Finetuned-v1.Q2_K.gguf new file mode 100644 index 0000000..7233dc9 --- /dev/null +++ b/MiniCPM4-0.5B-Coding-Finetuned-v1.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c13602f2bf7afcb9d52d8176df4a53e249dda99d2354c4edbb73df367bc54157 +size 194775072 diff --git a/MiniCPM4-0.5B-Coding-Finetuned-v1.Q3_K_L.gguf b/MiniCPM4-0.5B-Coding-Finetuned-v1.Q3_K_L.gguf new file mode 100644 index 0000000..4a6c186 --- /dev/null +++ b/MiniCPM4-0.5B-Coding-Finetuned-v1.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:910250da0dd54c4d3ce5beb03dd6ee271ecb9579b27f327345e159d1659b5bfb +size 250931232 diff --git a/MiniCPM4-0.5B-Coding-Finetuned-v1.Q3_K_M.gguf b/MiniCPM4-0.5B-Coding-Finetuned-v1.Q3_K_M.gguf new file mode 100644 index 0000000..3e56694 --- /dev/null +++ b/MiniCPM4-0.5B-Coding-Finetuned-v1.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:900d05361d38e840e383b22c09a83864f3089f784529a856d1cd30ca19a9ba38 +size 235366432 diff --git a/MiniCPM4-0.5B-Coding-Finetuned-v1.Q3_K_S.gguf b/MiniCPM4-0.5B-Coding-Finetuned-v1.Q3_K_S.gguf new file mode 100644 index 0000000..87a3fd4 --- /dev/null +++ b/MiniCPM4-0.5B-Coding-Finetuned-v1.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c31ac7cec3fd8a5ba4f67e02d9b15b382f3af8eb0999b9ce35882051368ccbed +size 217679904 diff --git a/MiniCPM4-0.5B-Coding-Finetuned-v1.Q4_K_M.gguf b/MiniCPM4-0.5B-Coding-Finetuned-v1.Q4_K_M.gguf new file mode 100644 index 0000000..71d393e --- /dev/null +++ b/MiniCPM4-0.5B-Coding-Finetuned-v1.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:75484b6118995c2a41cfc46a90835035122264a96a35caf0256efed5c97a1de8 +size 278689824 diff --git a/MiniCPM4-0.5B-Coding-Finetuned-v1.Q4_K_S.gguf b/MiniCPM4-0.5B-Coding-Finetuned-v1.Q4_K_S.gguf new file mode 100644 index 0000000..ccf3140 --- /dev/null +++ b/MiniCPM4-0.5B-Coding-Finetuned-v1.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f71d79f19de95dad78d93bda7a6c5a4cb5eec266692df04630f88c1002263fff +size 266946592 diff --git a/MiniCPM4-0.5B-Coding-Finetuned-v1.Q5_K_M.gguf b/MiniCPM4-0.5B-Coding-Finetuned-v1.Q5_K_M.gguf new file mode 100644 index 0000000..aaa15ac --- /dev/null +++ b/MiniCPM4-0.5B-Coding-Finetuned-v1.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ef852ca34e763ae4a6b71fd1f4a66fcfe7ff03429a67e1497c4282da56d1c7eb +size 317028384 diff --git a/MiniCPM4-0.5B-Coding-Finetuned-v1.Q5_K_S.gguf b/MiniCPM4-0.5B-Coding-Finetuned-v1.Q5_K_S.gguf new file mode 100644 index 0000000..efcbed3 --- /dev/null +++ b/MiniCPM4-0.5B-Coding-Finetuned-v1.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bebd6bdfbdca0e08a588dceb2af1daa2418f16a5e7b9358bd3af93fbebcdcc50 +size 310134816 diff --git a/MiniCPM4-0.5B-Coding-Finetuned-v1.Q6_K.gguf b/MiniCPM4-0.5B-Coding-Finetuned-v1.Q6_K.gguf new file mode 100644 index 0000000..31fd959 --- /dev/null +++ b/MiniCPM4-0.5B-Coding-Finetuned-v1.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b38fe6784cbdef40e2b59b5d622d2aa260c489481e9f76b8d0d273525f476337 +size 357763104 diff --git a/MiniCPM4-0.5B-Coding-Finetuned-v1.Q8_0.gguf b/MiniCPM4-0.5B-Coding-Finetuned-v1.Q8_0.gguf new file mode 100644 index 0000000..684f1a5 --- /dev/null +++ b/MiniCPM4-0.5B-Coding-Finetuned-v1.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d1f29cec580ea2ac9461dd37718ec6e93203e78b9b66eb4fcf0935cb5f74327c +size 462829792 diff --git a/MiniCPM4-0.5B-Coding-Finetuned-v1.f16.gguf b/MiniCPM4-0.5B-Coding-Finetuned-v1.f16.gguf new file mode 100644 index 0000000..20d9a60 --- /dev/null +++ b/MiniCPM4-0.5B-Coding-Finetuned-v1.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3e4c01a2086b03d72b57f7365e00b30db973e1f006794f4d3f3c4e3016573e8c +size 869539552 diff --git a/README.md b/README.md new file mode 100644 index 0000000..eafabcf --- /dev/null +++ b/README.md @@ -0,0 +1,80 @@ +--- +base_model: rohitnagareddy/MiniCPM4-0.5B-Coding-Finetuned-v1 +datasets: +- TokenBender/code_instructions_122k_alpaca_style +language: en +library_name: transformers +license: apache-2.0 +model_type: openbmb/MiniCPM4-0.5B +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- openbmb/MiniCPM4-0.5B +- coding +- code-generation +- fine-tuned +- qlora +- gguf +- instruction +- python +--- +## About + + + + + + +static quants of https://huggingface.co/rohitnagareddy/MiniCPM4-0.5B-Coding-Finetuned-v1 + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#MiniCPM4-0.5B-Coding-Finetuned-v1-GGUF).*** + +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/MiniCPM4-0.5B-Coding-Finetuned-v1-GGUF/resolve/main/MiniCPM4-0.5B-Coding-Finetuned-v1.Q2_K.gguf) | Q2_K | 0.3 | | +| [GGUF](https://huggingface.co/mradermacher/MiniCPM4-0.5B-Coding-Finetuned-v1-GGUF/resolve/main/MiniCPM4-0.5B-Coding-Finetuned-v1.Q3_K_S.gguf) | Q3_K_S | 0.3 | | +| [GGUF](https://huggingface.co/mradermacher/MiniCPM4-0.5B-Coding-Finetuned-v1-GGUF/resolve/main/MiniCPM4-0.5B-Coding-Finetuned-v1.Q3_K_M.gguf) | Q3_K_M | 0.3 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/MiniCPM4-0.5B-Coding-Finetuned-v1-GGUF/resolve/main/MiniCPM4-0.5B-Coding-Finetuned-v1.Q3_K_L.gguf) | Q3_K_L | 0.4 | | +| [GGUF](https://huggingface.co/mradermacher/MiniCPM4-0.5B-Coding-Finetuned-v1-GGUF/resolve/main/MiniCPM4-0.5B-Coding-Finetuned-v1.IQ4_XS.gguf) | IQ4_XS | 0.4 | | +| [GGUF](https://huggingface.co/mradermacher/MiniCPM4-0.5B-Coding-Finetuned-v1-GGUF/resolve/main/MiniCPM4-0.5B-Coding-Finetuned-v1.Q4_K_S.gguf) | Q4_K_S | 0.4 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/MiniCPM4-0.5B-Coding-Finetuned-v1-GGUF/resolve/main/MiniCPM4-0.5B-Coding-Finetuned-v1.Q4_K_M.gguf) | Q4_K_M | 0.4 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/MiniCPM4-0.5B-Coding-Finetuned-v1-GGUF/resolve/main/MiniCPM4-0.5B-Coding-Finetuned-v1.Q5_K_S.gguf) | Q5_K_S | 0.4 | | +| [GGUF](https://huggingface.co/mradermacher/MiniCPM4-0.5B-Coding-Finetuned-v1-GGUF/resolve/main/MiniCPM4-0.5B-Coding-Finetuned-v1.Q5_K_M.gguf) | Q5_K_M | 0.4 | | +| [GGUF](https://huggingface.co/mradermacher/MiniCPM4-0.5B-Coding-Finetuned-v1-GGUF/resolve/main/MiniCPM4-0.5B-Coding-Finetuned-v1.Q6_K.gguf) | Q6_K | 0.5 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/MiniCPM4-0.5B-Coding-Finetuned-v1-GGUF/resolve/main/MiniCPM4-0.5B-Coding-Finetuned-v1.Q8_0.gguf) | Q8_0 | 0.6 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/MiniCPM4-0.5B-Coding-Finetuned-v1-GGUF/resolve/main/MiniCPM4-0.5B-Coding-Finetuned-v1.f16.gguf) | f16 | 1.0 | 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. + +