1
Fine-Tuning Llama-2: A Comprehensive Case Study for Tailoring Custom Models
We examine the Llama-2 models under 3 real-world use cases and show that fine-tuning yields significant accuracy improvements.
Anyscale Blog
Powered by Ray, Anyscale helps AI builders run data-intensive workloads to build and deploy Foundation Models and AI at scale on any cloud.
- Popular posts
- 3
- Total points
- 561
- HN comments
- 133
- Rank
- #2,441 company
Visit anyscale.com → On Hacker News Aug 2023 – Aug 2023
AI & Machine Learning 3Systems & Performance 1Software Engineering 1Tech Industry & Business 1
2
Llama 2 is about as factually accurate as GPT-4 for summaries and is 30X cheaper
Using Anyscale Endpoints, we compared Llama 2 7b, 13b and 70b vs. OpenAI's GPT-3.5-turbo and GPT-4 for accuracy and cost.
3
Continuous batching to increase LLM inference throughput and reduce p50 latency
In this blog, we discuss continuous batching, a critical systems-level optimization that improves both throughput and latency under load for LLMs.