commit e765ee73ed88c5449945530b44226a9b53bd685f Author: ModelHub XC Date: Sun Jul 5 04:06:12 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: tiiuae/Falcon-H1R-7B-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..fd1b0ef --- /dev/null +++ b/.gitattributes @@ -0,0 +1,77 @@ +*.7z filter=lfs diff=lfs merge=lfs -text +*.arrow filter=lfs diff=lfs merge=lfs -text +*.bin filter=lfs diff=lfs merge=lfs -text +*.bin.* filter=lfs diff=lfs merge=lfs -text +*.bz2 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 +*.model filter=lfs diff=lfs merge=lfs -text +*.msgpack 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 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top of [Falcon-H1-7B-Base](https://huggingface.co/tiiuae/Falcon-H1-7B-Base), it was trained via cold-start supervised fine-tuning with long reasoning traces and further enhanced by scaling RL with GRPO. The model demonstrates outstanding performance across various benchmark evaluations, including mathematics, programming, instruction following, and general logic. + +## Model Description + +- **Developed by:** [Technology Innovation Institute](https://www.tii.ae) +- **Model type:** Causal decoder-only +- **Architecture:** Hybrid (Transformers + Mamba2) architecture +- **Language(s):** English, Multilingual +- **License:** [Falcon-LLM License](https://falconllm.tii.ae/falcon-terms-and-conditions.html) + +## Training details + +For more details about the training protocol of this model, please refer to the [Falcon-H1R technical blogpost](https://falcon-lm.github.io/blog/falcon-h1r-7b) and [Technical Report](https://github.com/tiiuae/falcon-h1r/blob/main/tech_report.pdf). + +# Usage + +## Setup + +```bash +git clone https://github.com/ggerganov/llama.cpp +cd llama.cpp +cmake -B build +cmake --build build --config Release -t llama-server +``` + +## Serving + +```bash +./llama-server -m Falcon-H1R-7B-Q8_0.gguf \ + --temp 0.6 \ + --top-p 0.95 \ + -n 65536 \ + --jinja +``` + +We recommend using a **temperature** of **0.6** and **top-p** as **0.95** with max new tokens up to 65536. +For supported frameworks, you can adjust the repetition_penalty and presence_penalty parameters to reduce endless repetitions. + +# Evaluation + +Falcon-H1R achieves state of art results in reasoning benchmarks. + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
CategoryBenchmarkFalcon-H1R-7BQwen3-8BDeepSeek-R1-0528-Qwen3-8BPhi-4-Reasoning-Plus-14BApriel-1.5-15b-ThinkerGPT-OSS-20BQwen3-32BNemotron-H-47B-Reasoning
MATHAIME2488.177.983.377.286.283.379.464.6
AIME2583.165.875.871.280.084.471.051.4
HMMT2564.941.054.347.761.064.849.834.2
AMO-BENCH36.314.123.315.022.226.021.37.0
MATH50097.497.496.895.497.294.896.891.4
CodeLCBv5-v668.653.057.253.153.072.061.047.4
SciCode (sub/main)28.3 / 3.928.3 / 6.722.2 / 2.629.8 / 7.231.9 / 8.234.9 / 6.236.4 / 9.226.1 / 4.6
GeneralGPQA-D61.361.261.467.968.261.267.356.8
MMLU-Pro72.163.569.179.276.575.673.978.6
HLE11.14.25.65.912.09.88.34.4
IFBench53.435.329.251.755.869.435.434.3
Agentic Workflows𝜏²-Bench Telecom25.427.868.460.229.811.4
Terminal-Bench Hard4.92.11.42.19.99.92.81.4
+ +TTS represents test time scaling results on few of the benchmarks that we evaluated via [DeepConf](https://github.com/facebookresearch/deepconf). + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
BenchmarkFalcon-H1R-7BQwen3-8BDeepSeek-R1-0528-Qwen3-8BNemotron-H-8BPhi-4-Reasoning-Plus-14BQwen3-32B
AIME2496.780.090.053.386.786.7
AIME2596.780.082.843.383.386.7
GPQA-D70.260.959.961.173.270.1
AMO-Bench35.915.425.67.720.528.2
+ +# Useful links + +- View [our release blogpost](https://falcon-lm.github.io/blog/falcon-h1r-7b). +- View [our technical report](https://huggingface.co/papers/2601.02346). +- Feel free to join [our discord server](https://discord.gg/Cbek57PrZE) if you have any questions or to interact with our researchers and developers. + +# Citation + +If the Falcon-H1R family of reasoning models is helpful to your work, feel free to give us a cite. + +``` +@misc{falcon-h1r, + title={Falcon-H1R: Pushing the Reasoning Frontiers with a Hybrid Model for Efficient Test-Time Scaling}, + author={Falcon LLM Team and Iheb Chaabane and Puneesh Khanna and Suhail Mohmad and Slim Frikha and Shi Hu and Abdalgader Abubaker and Reda Alami and Mikhail Lubinets and Mohamed El Amine Seddik and Hakim Hacid}, + year={2026}, + eprint={2601.02346}, + archivePrefix={arXiv}, + primaryClass={cs.AI}, + url={https://arxiv.org/abs/2601.02346}, +} +``` \ No newline at end of file diff --git a/configuration.json b/configuration.json new file mode 100644 index 0000000..159097f --- /dev/null +++ b/configuration.json @@ -0,0 +1 @@ +{"framework": "pytorch", "task": "others", "allow_remote": true} \ No newline at end of file