commit 33b234dcfae66452f43fac25e5bf55722b0e253b Author: ModelHub XC Date: Tue Jun 16 01:28:16 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/PaperPrediction-RL-4B-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..2c691b6 --- /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 +PaperPrediction-RL-4B.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +PaperPrediction-RL-4B.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +PaperPrediction-RL-4B.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +PaperPrediction-RL-4B.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +PaperPrediction-RL-4B.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +PaperPrediction-RL-4B.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +PaperPrediction-RL-4B.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +PaperPrediction-RL-4B.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +PaperPrediction-RL-4B.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +PaperPrediction-RL-4B.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +PaperPrediction-RL-4B.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +PaperPrediction-RL-4B.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/PaperPrediction-RL-4B.IQ4_XS.gguf b/PaperPrediction-RL-4B.IQ4_XS.gguf new file mode 100644 index 0000000..cd9db04 --- /dev/null +++ b/PaperPrediction-RL-4B.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:87d2d8455ff6fcec5a15a26edea7026f2ae218e9025090944c91b6fe95cdc4eb +size 2286316320 diff --git a/PaperPrediction-RL-4B.Q2_K.gguf b/PaperPrediction-RL-4B.Q2_K.gguf new file mode 100644 index 0000000..921deb5 --- /dev/null +++ b/PaperPrediction-RL-4B.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bc2f1f3079d719506b9de3244797c4341748c22829f32881af26302010217fb1 +size 1669499680 diff --git a/PaperPrediction-RL-4B.Q3_K_L.gguf b/PaperPrediction-RL-4B.Q3_K_L.gguf new file mode 100644 index 0000000..a2a3ecc --- /dev/null +++ b/PaperPrediction-RL-4B.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:85bca85230d85658a45f694577f7d190d0a1d2469dbbc91f3c27687a10487833 +size 2239785760 diff --git a/PaperPrediction-RL-4B.Q3_K_M.gguf b/PaperPrediction-RL-4B.Q3_K_M.gguf new file mode 100644 index 0000000..8f7bc15 --- /dev/null +++ b/PaperPrediction-RL-4B.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:06ce043717624f60744df6e0811aeea08fe2de77ad5fa96b14818b0923383fab +size 2075618080 diff --git a/PaperPrediction-RL-4B.Q3_K_S.gguf b/PaperPrediction-RL-4B.Q3_K_S.gguf new file mode 100644 index 0000000..c0bb2d5 --- /dev/null +++ b/PaperPrediction-RL-4B.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:715d15988c4fc9643fb076e1a2783ea64059e88c0ccbe3f91365afe025af3dc2 +size 1886997280 diff --git a/PaperPrediction-RL-4B.Q4_K_M.gguf b/PaperPrediction-RL-4B.Q4_K_M.gguf new file mode 100644 index 0000000..f66fbba --- /dev/null +++ b/PaperPrediction-RL-4B.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3dc14579ec765d48284f06dddc82cf5808f2a2c7d4e7cfd70a770f453be00cfa +size 2497280800 diff --git a/PaperPrediction-RL-4B.Q4_K_S.gguf b/PaperPrediction-RL-4B.Q4_K_S.gguf new file mode 100644 index 0000000..46820db --- /dev/null +++ b/PaperPrediction-RL-4B.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:65123933060def51f60e59c2a665e0b2f5712ada7f7db1c838fcfeca6921611a +size 2383309600 diff --git a/PaperPrediction-RL-4B.Q5_K_M.gguf b/PaperPrediction-RL-4B.Q5_K_M.gguf new file mode 100644 index 0000000..010bda1 --- /dev/null +++ b/PaperPrediction-RL-4B.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:02c2589de6dde60be842230c9c32ff92835c3fb70e6205e8053593153599d35e +size 2889513760 diff --git a/PaperPrediction-RL-4B.Q5_K_S.gguf b/PaperPrediction-RL-4B.Q5_K_S.gguf new file mode 100644 index 0000000..3c2583b --- /dev/null +++ b/PaperPrediction-RL-4B.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:587520a65b3cb0eac0d646968d14672884022fa3245aae9e0c632ff0e5f28fe3 +size 2823711520 diff --git a/PaperPrediction-RL-4B.Q6_K.gguf b/PaperPrediction-RL-4B.Q6_K.gguf new file mode 100644 index 0000000..a2defc2 --- /dev/null +++ b/PaperPrediction-RL-4B.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fb0d8890c230f3418df7aad2cf537b2cc33e8f266436978458c239166db2d5d0 +size 3306261280 diff --git a/PaperPrediction-RL-4B.Q8_0.gguf b/PaperPrediction-RL-4B.Q8_0.gguf new file mode 100644 index 0000000..b47a6b3 --- /dev/null +++ b/PaperPrediction-RL-4B.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5818c864dbf56c3ff4d1902f400f23aacfffb287671694eae80462443258bb38 +size 4280405280 diff --git a/PaperPrediction-RL-4B.f16.gguf b/PaperPrediction-RL-4B.f16.gguf new file mode 100644 index 0000000..be7ffae --- /dev/null +++ b/PaperPrediction-RL-4B.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6b4a40f622837b054c9231681f0adde7e2bc12b0d8c843afbf444098b05d23c7 +size 8051285280 diff --git a/README.md b/README.md new file mode 100644 index 0000000..3fe26c9 --- /dev/null +++ b/README.md @@ -0,0 +1,72 @@ +--- +base_model: weihezhai/PaperPrediction-RL-4B +language: +- en +library_name: transformers +license: cc-by-nc-4.0 +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +--- +## About + + + + + + + + + +static quants of https://huggingface.co/weihezhai/PaperPrediction-RL-4B + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#PaperPrediction-RL-4B-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/PaperPrediction-RL-4B-GGUF/resolve/main/PaperPrediction-RL-4B.Q2_K.gguf) | Q2_K | 1.8 | | +| [GGUF](https://huggingface.co/mradermacher/PaperPrediction-RL-4B-GGUF/resolve/main/PaperPrediction-RL-4B.Q3_K_S.gguf) | Q3_K_S | 2.0 | | +| [GGUF](https://huggingface.co/mradermacher/PaperPrediction-RL-4B-GGUF/resolve/main/PaperPrediction-RL-4B.Q3_K_M.gguf) | Q3_K_M | 2.2 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/PaperPrediction-RL-4B-GGUF/resolve/main/PaperPrediction-RL-4B.Q3_K_L.gguf) | Q3_K_L | 2.3 | | +| [GGUF](https://huggingface.co/mradermacher/PaperPrediction-RL-4B-GGUF/resolve/main/PaperPrediction-RL-4B.IQ4_XS.gguf) | IQ4_XS | 2.4 | | +| [GGUF](https://huggingface.co/mradermacher/PaperPrediction-RL-4B-GGUF/resolve/main/PaperPrediction-RL-4B.Q4_K_S.gguf) | Q4_K_S | 2.5 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/PaperPrediction-RL-4B-GGUF/resolve/main/PaperPrediction-RL-4B.Q4_K_M.gguf) | Q4_K_M | 2.6 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/PaperPrediction-RL-4B-GGUF/resolve/main/PaperPrediction-RL-4B.Q5_K_S.gguf) | Q5_K_S | 2.9 | | +| [GGUF](https://huggingface.co/mradermacher/PaperPrediction-RL-4B-GGUF/resolve/main/PaperPrediction-RL-4B.Q5_K_M.gguf) | Q5_K_M | 3.0 | | +| [GGUF](https://huggingface.co/mradermacher/PaperPrediction-RL-4B-GGUF/resolve/main/PaperPrediction-RL-4B.Q6_K.gguf) | Q6_K | 3.4 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/PaperPrediction-RL-4B-GGUF/resolve/main/PaperPrediction-RL-4B.Q8_0.gguf) | Q8_0 | 4.4 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/PaperPrediction-RL-4B-GGUF/resolve/main/PaperPrediction-RL-4B.f16.gguf) | f16 | 8.2 | 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. + +