GitHub - deepseek-ai/DeepSeek-LLM: DeepSeek LLM: Let there be answers
Unlock the power of language with DeepSeek LLM! 🚀 Trained on a massive dataset of 2 trillion tokens, this advanced model excels in reasoning, coding, math, and Chinese comprehension. Available as open source for research. #AI #DeepLearning #GitHub
- DeepSeek LLM is an advanced language model trained from scratch on a dataset of 2 trillion tokens in English and Chinese.
- It is available as open source DeepSeek LLM 7B/67B Base and Chat models for research.
- DeepSeek LLM 67B Base excels in reasoning, coding, math, and Chinese comprehension compared to Llama2 70B Base.
- DeepSeek LLM 67B Chat demonstrates exceptional performance in coding and mathematics.
- The model has been evaluated across various benchmarks and outperforms existing models in multiple areas.
- The DeepSeek LLM models were pre-trained on a diverse dataset and use specific attention mechanisms for optimal performance.
- Inferences can be made using Huggingface's Transformers or vLLM for text and chat completion tasks.
- Limitations of DeepSeek LLM models include issues like bias, hallucination, and repetition in generated responses.
- The use of DeepSeek LLM models is subject to the MIT License and commercial usage is permitted.
- For more details, refer to the official DeepSeek LLM repository and contact the developers for inquiries.