LLM Batch inference#1202
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Signed-off-by: Henry Lindeman <hmlindeman@yahoo.com>
Signed-off-by: Henry Lindeman <hmlindeman@yahoo.com>
karanataryn
approved these changes
Feb 28, 2025
| return res | ||
| elif llm_mode == LLMMode.BATCH: | ||
| raise NotImplementedError("Haven't done batch yet") | ||
| return llm.generate_batch(prompts=prompts) |
Signed-off-by: Henry Lindeman <hmlindeman@yahoo.com>
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Adds batch inference modes for openai and anthropic.
I didn't do bedrock or gemini bc those involve dealing with s3 and gcs/bigquery.
OpenAI batch is pretty slow - to be able to test it I ended up using 3.5 turbo as it has far less demand and batch inferences are low priority (expires only after 24h). Anthropic haiku 3 was decently fast (competitive with async!) although that may be the same effect. I did not test it with a more modern / powerful claude.