commit 0eafe22796cf422ac1c01860feab79ae67e0361f Author: ModelHub XC Date: Thu Aug 27 22:20:20 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/TutorRL-7B-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..c9436a7 --- /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 +TutorRL-7B.f16.gguf filter=lfs diff=lfs merge=lfs -text +TutorRL-7B.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +TutorRL-7B.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +TutorRL-7B.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +TutorRL-7B.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +TutorRL-7B.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +TutorRL-7B.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +TutorRL-7B.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +TutorRL-7B.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +TutorRL-7B.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +TutorRL-7B.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +TutorRL-7B.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..681b2ba --- /dev/null +++ b/README.md @@ -0,0 +1,75 @@ +--- +base_model: eth-nlped/TutorRL-7B +datasets: +- SynthLabsAI/Big-Math-RL-Verified +language: +- en +library_name: transformers +license: apache-2.0 +license_link: https://github.com/eth-lre/PedagogicalRL/blob/main/LICENSE +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- math-tutor +- grpo +--- +## About + + + + + + +static quants of https://huggingface.co/eth-nlped/TutorRL-7B + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#TutorRL-7B-GGUF).*** + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/TutorRL-7B-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/TutorRL-7B-GGUF/resolve/main/TutorRL-7B.Q2_K.gguf) | Q2_K | 3.1 | | +| [GGUF](https://huggingface.co/mradermacher/TutorRL-7B-GGUF/resolve/main/TutorRL-7B.Q3_K_S.gguf) | Q3_K_S | 3.6 | | +| [GGUF](https://huggingface.co/mradermacher/TutorRL-7B-GGUF/resolve/main/TutorRL-7B.Q3_K_M.gguf) | Q3_K_M | 3.9 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/TutorRL-7B-GGUF/resolve/main/TutorRL-7B.Q3_K_L.gguf) | Q3_K_L | 4.2 | | +| [GGUF](https://huggingface.co/mradermacher/TutorRL-7B-GGUF/resolve/main/TutorRL-7B.IQ4_XS.gguf) | IQ4_XS | 4.4 | | +| [GGUF](https://huggingface.co/mradermacher/TutorRL-7B-GGUF/resolve/main/TutorRL-7B.Q4_K_S.gguf) | Q4_K_S | 4.6 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/TutorRL-7B-GGUF/resolve/main/TutorRL-7B.Q4_K_M.gguf) | Q4_K_M | 4.8 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/TutorRL-7B-GGUF/resolve/main/TutorRL-7B.Q5_K_S.gguf) | Q5_K_S | 5.4 | | +| [GGUF](https://huggingface.co/mradermacher/TutorRL-7B-GGUF/resolve/main/TutorRL-7B.Q5_K_M.gguf) | Q5_K_M | 5.5 | | +| [GGUF](https://huggingface.co/mradermacher/TutorRL-7B-GGUF/resolve/main/TutorRL-7B.Q6_K.gguf) | Q6_K | 6.4 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/TutorRL-7B-GGUF/resolve/main/TutorRL-7B.Q8_0.gguf) | Q8_0 | 8.2 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/TutorRL-7B-GGUF/resolve/main/TutorRL-7B.f16.gguf) | f16 | 15.3 | 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. + + diff --git a/TutorRL-7B.IQ4_XS.gguf b/TutorRL-7B.IQ4_XS.gguf new file mode 100644 index 0000000..b8437ab --- /dev/null +++ b/TutorRL-7B.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:77f2ca65e562bba252be7f5fa7efef40f4418d3b4949dbbdc6ad468fa1cd0564 +size 4250300096 diff --git a/TutorRL-7B.Q2_K.gguf b/TutorRL-7B.Q2_K.gguf new file mode 100644 index 0000000..24e8fd3 --- /dev/null +++ b/TutorRL-7B.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b7c3a9e224c47c3888e20baa9247b82032024cb595c97bd68a313bd8ac235f41 +size 3015941824 diff --git a/TutorRL-7B.Q3_K_L.gguf b/TutorRL-7B.Q3_K_L.gguf new file mode 100644 index 0000000..30edf94 --- /dev/null +++ b/TutorRL-7B.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2126dc0400354d4636a72e22e70a74bc9cbc3d3b7185032d2ecaa6f3e534b659 +size 4088460992 diff --git a/TutorRL-7B.Q3_K_M.gguf b/TutorRL-7B.Q3_K_M.gguf new file mode 100644 index 0000000..4f38d9c --- /dev/null +++ b/TutorRL-7B.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b001daa33461f03925761815c4add536c850347f63adc2973bd9317a3e887999 +size 3808392896 diff --git a/TutorRL-7B.Q3_K_S.gguf b/TutorRL-7B.Q3_K_S.gguf new file mode 100644 index 0000000..ec0d88d --- /dev/null +++ b/TutorRL-7B.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:aa33e06cdd69586fb79660dd0fc7a072250fca86c599bb32c67657a1fde810f3 +size 3492370112 diff --git a/TutorRL-7B.Q4_K_M.gguf b/TutorRL-7B.Q4_K_M.gguf new file mode 100644 index 0000000..047f240 --- /dev/null +++ b/TutorRL-7B.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:672514a866beabd5a524675c570dd9dca2e5e416c1c22859930869ac7d998fa7 +size 4683075264 diff --git a/TutorRL-7B.Q4_K_S.gguf b/TutorRL-7B.Q4_K_S.gguf new file mode 100644 index 0000000..c55cd0c --- /dev/null +++ b/TutorRL-7B.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1e90b5746378c5a5d62558f2525693bd002446f24278f89c7e13558ac6e8715e +size 4457770688 diff --git a/TutorRL-7B.Q5_K_M.gguf b/TutorRL-7B.Q5_K_M.gguf new file mode 100644 index 0000000..75fac85 --- /dev/null +++ b/TutorRL-7B.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:81d6a1cacf15cfbb2dae06778ab436387dfd9f46080839182723ac122dc1c921 +size 5444832960 diff --git a/TutorRL-7B.Q5_K_S.gguf b/TutorRL-7B.Q5_K_S.gguf new file mode 100644 index 0000000..9cf8ed1 --- /dev/null +++ b/TutorRL-7B.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:311abdc1b8d696ea80be810b1a97ca6eb868984d24fe9d169ee38796dcfc3098 +size 5315178176 diff --git a/TutorRL-7B.Q6_K.gguf b/TutorRL-7B.Q6_K.gguf new file mode 100644 index 0000000..1f45d80 --- /dev/null +++ b/TutorRL-7B.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d7ade6d3dc513673077d58d2ef14b9e98f4d9211d71df40692bb4a607bd2ee0f +size 6254200512 diff --git a/TutorRL-7B.Q8_0.gguf b/TutorRL-7B.Q8_0.gguf new file mode 100644 index 0000000..e52df60 --- /dev/null +++ b/TutorRL-7B.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7026a97945c2395a30264f2474c8cd91f7770300ad5ea9e18657694ab3f63403 +size 8098526912 diff --git a/TutorRL-7B.f16.gguf b/TutorRL-7B.f16.gguf new file mode 100644 index 0000000..f3fb55f --- /dev/null +++ b/TutorRL-7B.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e6a950edb0231e1ff5e3d15582b5bdc7023a29253246fc4c76ee9b9138be5f95 +size 15237854912