shayekh/aya8b-distillkit-hidden
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Knowledge Distillation
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shayekh/aya8b-distillkit-logits
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AhmadMustafa/distAyaQwen
Updated • 1 -
Less is More: Task-aware Layer-wise Distillation for Language Model Compression
Paper • 2210.01351 • Published • 1 -
A Survey on Knowledge Distillation of Large Language Models
Paper • 2402.13116 • Published • 2 -
Distil-Whisper: Robust Knowledge Distillation via Large-Scale Pseudo Labelling
Paper • 2311.00430 • Published • 56 -
On-Policy Distillation of Language Models: Learning from Self-Generated Mistakes
Paper • 2306.13649 • Published • 14 -
Compact Language Models via Pruning and Knowledge Distillation
Paper • 2407.14679 • Published • 35 -
LLM Pruning and Distillation in Practice: The Minitron Approach
Paper • 2408.11796 • Published • 53 -
DistiLLM: Towards Streamlined Distillation for Large Language Models
Paper • 2402.03898 • Published • 1 -
Relational Knowledge Distillation
Paper • 1904.05068 • Published • 1 -
Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model Sizes
Paper • 2305.02301 • Published • 2