Arxiv:2406.18629 Autotrain compatible Conversational Endpoints compatible Llama Region:us Safetensors Sharded Tensorflow
Model Card on HF 🤗: https://huggingface.co/xinlai/DeepSeekMath-RL-Step-DPO
DeepSeekMath RL Step DPO Benchmarks
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
What is the LLM Explorer Rank (Score)
DeepSeekMath RL Step DPO Parameters and Internals
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| Additional Notes |
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| Training Details |
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| LLM Name | DeepSeekMath RL Step DPO |
| Repository 🤗 | https://huggingface.co/xinlai/DeepSeekMath-RL-Step-DPO |
| Model Size | 7b |
| Required VRAM | 13.9 GB |
| Updated | 2025-02-22 |
| Maintainer | xinlai |
| Model Type | llama |
| Model Files | |
| Model Architecture | LlamaForCausalLM |
| License | apache-2.0 |
| Context Length | 4096 |
| Model Max Length | 4096 |
| Transformers Version | 4.40.0 |
| Tokenizer Class | LlamaTokenizer |
| Padding Token | <｜end▁of▁sentence｜> |
| Vocabulary Size | 102400 |
| Torch Data Type | bfloat16 |
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| 2 Very Sci Fi | 1024K / 16.1 GB | 317 | 0 |
| ...1M 1000000ctx AEZAKMI 3 1 1702 | 1024K / 13.5 GB | 23 | 1 |
| ... Qwen2.5llamaify 7B V23.1 200K | 195K / 15.2 GB | 3943 | 3 |
| LlamaStock 8B | 128K / 16.1 GB | 11 | 1 |
| SuperNeuralDreadDevil 8B | 128K / 16.1 GB | 54 | 1 |
| Yarn Llama 2 7B 128K | 128K / 13.5 GB | 6422 | 39 |
| LLaMA 7B PoSE YaRN 128K | 128K / 13.5 GB | 7 | 3 |
| LLaMA 7B PoSE Linear 96K | 96K / 27 GB | 9 | 2 |
| LLaMA 7B PoSE YaRN 96K | 96K / 13.5 GB | 11 | 1 |
| Chat Llama2 7B 80K | 80K / 13.8 GB | 8 | 0 |
Note: green Score (e.g. "73.2") means that the model is better than xinlai/DeepSeekMath-RL-Step-DPO .
Rank the DeepSeekMath RL Step DPO Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227