Enhancing LLM Performance

Name: Enhancing LLM Performance
Brand: Peyman Passban
SKU: 9783031857478
Price: 160.49 EUR
Availability: InStock

Efficacy, Fine-Tuning, and Inference Techniques

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Inhaltsangabe

Introduction and Fundamentals.- SPEED: Speculative Pipelined Execution for Efficient Decoding.- Efficient LLM Inference on CPUs.- KronA: Parameter-Efficient Tuning with Kronecker Adapter.- LoDA: Low-Dimensional Adaptation of Large Language Models.- Sparse Fine-Tuning for Inference Acceleration of Large Language Models.- TCNCA: Temporal CNN with Chunked Attention for Efficient Training on Long Sequences.- Class-Based Feature Knowledge Distillation.- On the Use of Cross-Attentive Fusion Techniques for Audio-Visual Speaker Verification.- An Efficient Clustering Algorithm for Self-Supervised Speaker Recognition.- Remaining Issues for AI.

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