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Ashish Talreja
talrejaa8
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ashtalofIP
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KV Caching Explained: Optimizing Transformer Inference Efficiency
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Rl/GRPO
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Introducing ๐ OneSQL-v0.1๐ฅณ, our first text-to-SQL model based on Qwen2.5-Coder. This model has achieved an EX score of 63.33 on the BIRD leaderboard (https://bird-bench.github.io/). The model family includes 7B and 32B, https://huggingface.co/collections/onekq-ai/onesql-v01-qwen-67d8e3eb1611c5532bb90c5f and can be also found on Ollama (https://ollama.com/onekq/OneSQL-v0.1-Qwen) My goal is to make OneSQL the most usable open-weights model for text-to-SQL. I'm currently working on best practices to help users use this model the right away and avoid pitfalls. After that, I plan to train the next version to push for a higher EX score. Enjoy this model and feel free to share comments/questions ๐ค
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Mastering Tensor Dimensions in Transformers
Jan 12, 2025
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