commit a903668ee2f8da40db2f721d40bad7c8768bfbe0 Author: ModelHub XC Date: Tue Jun 9 10:54:16 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/DataForge-0.5B-GRPO-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..97615a3 --- /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 +DataForge-0.5B-GRPO.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +DataForge-0.5B-GRPO.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +DataForge-0.5B-GRPO.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +DataForge-0.5B-GRPO.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +DataForge-0.5B-GRPO.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +DataForge-0.5B-GRPO.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +DataForge-0.5B-GRPO.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +DataForge-0.5B-GRPO.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +DataForge-0.5B-GRPO.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +DataForge-0.5B-GRPO.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +DataForge-0.5B-GRPO.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +DataForge-0.5B-GRPO.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/DataForge-0.5B-GRPO.IQ4_XS.gguf b/DataForge-0.5B-GRPO.IQ4_XS.gguf new file mode 100644 index 0000000..4cc899e --- /dev/null +++ b/DataForge-0.5B-GRPO.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:37e9a7e2afb6a62d4e524fc831a00f7747336e76980922b0d14a717f7871ac64 +size 351445888 diff --git a/DataForge-0.5B-GRPO.Q2_K.gguf b/DataForge-0.5B-GRPO.Q2_K.gguf new file mode 100644 index 0000000..a36e523 --- /dev/null +++ b/DataForge-0.5B-GRPO.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dc63ffc4258176759a1573936ca3dbf52f6f246a94a30735a288952740443bcf +size 338608000 diff --git a/DataForge-0.5B-GRPO.Q3_K_L.gguf b/DataForge-0.5B-GRPO.Q3_K_L.gguf new file mode 100644 index 0000000..f7a21f0 --- /dev/null +++ b/DataForge-0.5B-GRPO.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ab928ef9cb90d4bdce330ec4f4e5103498ed9ff641a9f95b5375724b7f1cb394 +size 369358720 diff --git a/DataForge-0.5B-GRPO.Q3_K_M.gguf b/DataForge-0.5B-GRPO.Q3_K_M.gguf new file mode 100644 index 0000000..8fb0007 --- /dev/null +++ b/DataForge-0.5B-GRPO.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e40746bf03c366749461199d16c979fa8456b98c0bdb0dedb56e377b70a6ffc7 +size 355467136 diff --git a/DataForge-0.5B-GRPO.Q3_K_S.gguf b/DataForge-0.5B-GRPO.Q3_K_S.gguf new file mode 100644 index 0000000..d954da1 --- /dev/null +++ b/DataForge-0.5B-GRPO.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f12849005dba3e585f0ba30f3dcbbc2bf647c07fa70ed3d42414df3c29540f99 +size 338263936 diff --git a/DataForge-0.5B-GRPO.Q4_K_M.gguf b/DataForge-0.5B-GRPO.Q4_K_M.gguf new file mode 100644 index 0000000..ebe9058 --- /dev/null +++ b/DataForge-0.5B-GRPO.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c06b1ec7349e51ae3fd4f5e98c5abc91b7bfd65a2de75193e5d29c642a0c8ded +size 397808512 diff --git a/DataForge-0.5B-GRPO.Q4_K_S.gguf b/DataForge-0.5B-GRPO.Q4_K_S.gguf new file mode 100644 index 0000000..3420e8f --- /dev/null +++ b/DataForge-0.5B-GRPO.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e639bdc9c6fe5ee476fa9e76141b7c5666e887399fe80646caf50b59f52df1a9 +size 385472384 diff --git a/DataForge-0.5B-GRPO.Q5_K_M.gguf b/DataForge-0.5B-GRPO.Q5_K_M.gguf new file mode 100644 index 0000000..1f5ae70 --- /dev/null +++ b/DataForge-0.5B-GRPO.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5fc6241314b3a9f57c7229e7e58a2acd102862e88d92489fb300b15c477d2bb1 +size 420086656 diff --git a/DataForge-0.5B-GRPO.Q5_K_S.gguf b/DataForge-0.5B-GRPO.Q5_K_S.gguf new file mode 100644 index 0000000..1c6cbe1 --- /dev/null +++ b/DataForge-0.5B-GRPO.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:46dda53fe64ae4a2b2d9010e27314b90421a78c98f948147d82236c3142352b5 +size 412710784 diff --git a/DataForge-0.5B-GRPO.Q6_K.gguf b/DataForge-0.5B-GRPO.Q6_K.gguf new file mode 100644 index 0000000..cdcaecb --- /dev/null +++ b/DataForge-0.5B-GRPO.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cdef8c9f96753dd6ab6ddccbe1e80bd52d12ba74f8f25861c26e5899d4947765 +size 505737088 diff --git a/DataForge-0.5B-GRPO.Q8_0.gguf b/DataForge-0.5B-GRPO.Q8_0.gguf new file mode 100644 index 0000000..86d6c76 --- /dev/null +++ b/DataForge-0.5B-GRPO.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d93d4ca7c513af397157e3cc64a6cc5005472c26ee7ced9a996fc401f3900d95 +size 531068800 diff --git a/DataForge-0.5B-GRPO.f16.gguf b/DataForge-0.5B-GRPO.f16.gguf new file mode 100644 index 0000000..cc2e868 --- /dev/null +++ b/DataForge-0.5B-GRPO.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8e4f1148d48754460b985f11319f4d859a88127f05b395d663905ef6ba1fa500 +size 994157440 diff --git a/README.md b/README.md new file mode 100644 index 0000000..d2d29e5 --- /dev/null +++ b/README.md @@ -0,0 +1,74 @@ +--- +base_model: Praneshrajan15/DataForge-0.5B-GRPO +datasets: +- Praneshrajan15/dataforge-sft-trajectories +language: +- en +library_name: transformers +license: apache-2.0 +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +--- +## About + + + + + + + + + +static quants of https://huggingface.co/Praneshrajan15/DataForge-0.5B-GRPO + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#DataForge-0.5B-GRPO-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/DataForge-0.5B-GRPO-GGUF/resolve/main/DataForge-0.5B-GRPO.Q3_K_S.gguf) | Q3_K_S | 0.4 | | +| [GGUF](https://huggingface.co/mradermacher/DataForge-0.5B-GRPO-GGUF/resolve/main/DataForge-0.5B-GRPO.Q2_K.gguf) | Q2_K | 0.4 | | +| [GGUF](https://huggingface.co/mradermacher/DataForge-0.5B-GRPO-GGUF/resolve/main/DataForge-0.5B-GRPO.IQ4_XS.gguf) | IQ4_XS | 0.5 | | +| [GGUF](https://huggingface.co/mradermacher/DataForge-0.5B-GRPO-GGUF/resolve/main/DataForge-0.5B-GRPO.Q3_K_M.gguf) | Q3_K_M | 0.5 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/DataForge-0.5B-GRPO-GGUF/resolve/main/DataForge-0.5B-GRPO.Q3_K_L.gguf) | Q3_K_L | 0.5 | | +| [GGUF](https://huggingface.co/mradermacher/DataForge-0.5B-GRPO-GGUF/resolve/main/DataForge-0.5B-GRPO.Q4_K_S.gguf) | Q4_K_S | 0.5 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/DataForge-0.5B-GRPO-GGUF/resolve/main/DataForge-0.5B-GRPO.Q4_K_M.gguf) | Q4_K_M | 0.5 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/DataForge-0.5B-GRPO-GGUF/resolve/main/DataForge-0.5B-GRPO.Q5_K_S.gguf) | Q5_K_S | 0.5 | | +| [GGUF](https://huggingface.co/mradermacher/DataForge-0.5B-GRPO-GGUF/resolve/main/DataForge-0.5B-GRPO.Q5_K_M.gguf) | Q5_K_M | 0.5 | | +| [GGUF](https://huggingface.co/mradermacher/DataForge-0.5B-GRPO-GGUF/resolve/main/DataForge-0.5B-GRPO.Q6_K.gguf) | Q6_K | 0.6 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/DataForge-0.5B-GRPO-GGUF/resolve/main/DataForge-0.5B-GRPO.Q8_0.gguf) | Q8_0 | 0.6 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/DataForge-0.5B-GRPO-GGUF/resolve/main/DataForge-0.5B-GRPO.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. + +