@QueryloopAI goes one step further. You can upload your own set of Q&A (with or without data), and Queryloop.ai automatically evaluates and compares all major open- and closed-source LLMs in terms of accuracy, cost, and latency.
AlphaMonarch-laser performs better than base AlphaMonarch on Nous and Openllm benchmarks though it has only been trained on 50% of LoRA projections. Thanks to @erhartford, @DavidGFar, and @FernandoNetoAi for LaserQlora. Thanks to @queryloopAI for the compute.
I used @maximelabonne's NeuralMoarch-7B and performed LaserRMT scanning. Took top 16 projections with the highest SNR ratios and performed DPO on @argilla_io's Openhermes-dpo-binarized-alpha. Same hyperparams were chosen as that of AlphaMoarch training.
⚡️ Releasing AlphaMonarch-laser AlphaMonarch-laser is No. 1 on the YALL leaderboard and No. 10 on the Openllm leaderboard (7B). It has been trained with a new technique called LaserQlora. Model: huggingface.co/abideen/AlphaM…
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