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summarization_limit
content-summarization-limit-when-using-load-summarize-chain-with-map-reduce-an-d272a9db
IFWhen using load_summarize_chain with map_reduce and a local HuggingFace model, a ValueError is raised: 'ValueError: A single document was longer than the context length, we cannot handle this.'
THENEnsure that the `token_max` parameter in the chain is set to a value not less than the maximum token count of any single chunk. Also verify that the model's maximum context length (e.g., `max_length` or `max_new_tokens`) can accommodate the largest chunk. Use the tokenizer to compute token counts of chunks and adjust `chunk_size` accordingly. For example, compute `llm.get_num_tokens(chunk)` and set `token_max` to the allowed context length of the model.
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