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Claude V2 api read operation time out exception.

0

I am getting a consistent error of - The read operation timed out.
AWSHTTPSConnectionPool(host='bedrock-runtime.us-east-1.amazonaws.com', port=443): Read timed out. (read timeout=60). This occurs after 5 mts when the document text which I am sending exceeds 20K words. On trying with different values to max_tokens_to_sample parameter, api is throwing throttle exception. Any leads on how to proceed? Thanks in advance.

Topics
Machine Learning & AIGenerative AI on AWS
Tags
Amazon BedrockGenerative AI on AWS
Language
English
Abhishek
asked 5 months ago523 views
1 Answer
0

Hi,

You write "v2", did you try with v2, ie. v2.0 or v2.1? I would suggest to try with 2.1 as it is specifically adapted to large inputs (to 200k tokens)

Also, you can try to initially adjust prompt parameters like temperature, top_k, top_p to reduce Claude's creativity: that may lead to less operations when inferring. So higher chance to not time out.

Additionally, I'd try to start with less than 20k words in my prompt and increase incrementally to see where the limit is.

Best,

Didier

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EXPERT
Didier_Durand
answered 5 months ago
  • Abhishek
    5 months ago

    I am getting response if using Claude V2 for relatively shorter tokens(lets say 12K words). body= json.dumps({ "prompt": f"\n\nHuman: {usercontent}\n\nAssistant: {assistant}", "max_tokens_to_sample": 2000, "temperature": 0.3, "top_p": 1, })

    modelId = 'anthropic.claude-v2' contentType= 'application/json' accept= 'application/json'

    However, if I am replacing the modelId with 'anthropic.claude-v2:1'. I am getting empty result for shorter tokens and time out for bigger ones.

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