From 05c65e4979db1ff9e86bb81b39367ee3620253ed Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Sat, 17 Oct 2026 09:40:13 +0800 Subject: [PATCH] =?UTF-8?q?=E5=88=9D=E5=A7=8B=E5=8C=96=E9=A1=B9=E7=9B=AE?= =?UTF-8?q?=EF=BC=8C=E7=94=B1ModelHub=20XC=E7=A4=BE=E5=8C=BA=E6=8F=90?= =?UTF-8?q?=E4=BE=9B=E6=A8=A1=E5=9E=8B?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Model: prithivMLmods/OpenScienceReasoning-Qwen-e10-GGUF Source: Original Platform --- .gitattributes | 47 +++++++++++++++++++++ OpenScienceReasoning-Qwen-e10.BF16.gguf | 3 ++ OpenScienceReasoning-Qwen-e10.F16.gguf | 3 ++ OpenScienceReasoning-Qwen-e10.F32.gguf | 3 ++ OpenScienceReasoning-Qwen-e10.Q2_K.gguf | 3 ++ OpenScienceReasoning-Qwen-e10.Q3_K_L.gguf | 3 ++ OpenScienceReasoning-Qwen-e10.Q3_K_M.gguf | 3 ++ OpenScienceReasoning-Qwen-e10.Q3_K_S.gguf | 3 ++ OpenScienceReasoning-Qwen-e10.Q4_0.gguf | 3 ++ OpenScienceReasoning-Qwen-e10.Q4_1.gguf | 3 ++ OpenScienceReasoning-Qwen-e10.Q4_K.gguf | 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0000000..3fc80e6 --- /dev/null +++ b/README.md @@ -0,0 +1,50 @@ +--- +license: apache-2.0 +language: +- en +base_model: +- prithivMLmods/OpenScienceReasoning-Qwen-e10 +pipeline_tag: text-generation +library_name: transformers +tags: +- text-generation-inference +- medical +- science +--- + +# **OpenScienceReasoning-Qwen-e10-GGUF** + +> OpenScienceReasoning-Qwen-e10 is a high-efficiency scientific reasoning model fine-tuned from Qwen3-1.7B using the nvidia/OpenScienceReasoning-2 dataset, encompassing 10,000 curated science and math entries that strengthen analytical problem-solving, chain-of-thought exploration, and code reasoning. The model excels at hybrid symbolic-AI thinking by performing structured logic, scientific derivations, multi-language coding, and generating outputs in formats such as LaTeX, Markdown, JSON, CSV, and YAML, making it ideal for research, education, and technical documentation on mid-range GPUs and edge clusters. Optimized for STEM applications, OpenScienceReasoning-Qwen-e10 delivers robust performance for tutoring, research assistance, and structured data generation while maintaining a lightweight deployment footprint. + +## Model Files + +| File Name | Quant Type | File Size | +| - | - | - | +| OpenScienceReasoning-Qwen-e10.BF16.gguf | BF16 | 3.45 GB | +| OpenScienceReasoning-Qwen-e10.F16.gguf | F16 | 3.45 GB | +| OpenScienceReasoning-Qwen-e10.F32.gguf | F32 | 6.89 GB | +| OpenScienceReasoning-Qwen-e10.Q2_K.gguf | Q2_K | 778 MB | +| OpenScienceReasoning-Qwen-e10.Q3_K_L.gguf | Q3_K_L | 1 GB | +| OpenScienceReasoning-Qwen-e10.Q3_K_M.gguf | Q3_K_M | 940 MB | +| OpenScienceReasoning-Qwen-e10.Q3_K_S.gguf | Q3_K_S | 867 MB | +| OpenScienceReasoning-Qwen-e10.Q4_0.gguf | Q4_0 | 1.05 GB | +| OpenScienceReasoning-Qwen-e10.Q4_1.gguf | Q4_1 | 1.14 GB | +| OpenScienceReasoning-Qwen-e10.Q4_K.gguf | Q4_K | 1.11 GB | +| OpenScienceReasoning-Qwen-e10.Q4_K_M.gguf | Q4_K_M | 1.11 GB | +| OpenScienceReasoning-Qwen-e10.Q4_K_S.gguf | Q4_K_S | 1.06 GB | +| OpenScienceReasoning-Qwen-e10.Q5_0.gguf | Q5_0 | 1.23 GB | +| OpenScienceReasoning-Qwen-e10.Q5_1.gguf | Q5_1 | 1.32 GB | +| OpenScienceReasoning-Qwen-e10.Q5_K.gguf | Q5_K | 1.26 GB | +| OpenScienceReasoning-Qwen-e10.Q5_K_M.gguf | Q5_K_M | 1.26 GB | +| OpenScienceReasoning-Qwen-e10.Q5_K_S.gguf | Q5_K_S | 1.23 GB | +| OpenScienceReasoning-Qwen-e10.Q6_K.gguf | Q6_K | 1.42 GB | +| OpenScienceReasoning-Qwen-e10.Q8_0.gguf | Q8_0 | 1.83 GB | + +## Quants Usage + +(sorted by size, not necessarily quality. IQ-quants are often preferable over similar sized non-IQ quants) + +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) \ No newline at end of file diff --git a/config.json b/config.json new file mode 100644 index 0000000..5d0c447 --- /dev/null +++ b/config.json @@ -0,0 +1,3 @@ +{ + "model_type": "qwen3" +} \ No newline at end of file diff --git a/configuration.json b/configuration.json new file mode 100644 index 0000000..bbeeda1 --- /dev/null +++ b/configuration.json @@ -0,0 +1 @@ +{"framework": "pytorch", "task": "text-generation", "allow_remote": true} \ No newline at end of file