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[Chainbase Open-sources The First Large Model In The Crypto Field, Theia-Llama-3.1-8B, With Performance Surpassing Mainstream Models] The Full-chain Data Network Chainbase Recently Announced The Open Source Of Its Large Language Model Theia-Llama-3.1-8B, Which Was Built Specifically For The Crypto Field, On HuggingFace. This Model Surpasses The Mainstream Market Models In Both Perplexity And BERT Scores, And Its Ability To Understand The Crypto World Exceeds That Of Most Mainstream Open-source Large Models. The Chainbase Team Creatively Built The First Professional Web3 Dataset, Which Includes Various Information On The Top 2000 Projects On CoinMarketCap. The Dataset Has Been Manually And Algorithmically Filtered To Ensure The Accuracy, Diversity, And Professionalism Of The Training Data. Based On This Dataset, The Team Uses LoRA Technology To Efficiently Fine-tune The Model, And Uses Tools Such As DeepSpeed To Accelerate The Training Process. In Addition, The Model Is Quantized To Q8 GGUF Format, Which Greatly Reduces Memory Usage And Improves Reasoning Speed. It Is Reported That Theia-Llama-3.1-8B Is Chainbase's Initial Attempt At A Large Model In The Encryption Field, And The Model Has Been Successfully Applied To The Chainbase DEMO Interactive Application TheiaChat, Which Currently Has More Than 300,000 Daily Active Users
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