Lightning-AI / Lightning-AI/litgpt
KeyError in convert_hf_checkpoint.py when using 'TinyLlama-1.1B-intermediate-step-480k-1T' checkpoint
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Description
Encountered a KeyError running convert_hf_checkpoint.py with the specified checkpoint directory 'checkpoints/PY007/TinyLlama-1.1B-intermediate-step-480k-1T'. The error occurs in lit_gpt/config.py at the line(85) conf_dict = name_to_config[name].copy().
Command: python scripts/convert_hf_checkpoint.py --checkpoint_dir checkpoints/PY007/TinyLlama-1.1B-intermediate-step-480k-1T
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Research direction
Start by reproducing the command in scripts/convert_hf_checkpoint.py with the named TinyLlama checkpoint directory. Trace the configuration lookup at line 85 of lit_gpt/config.py and determine why this checkpoint name is not resolved. Done means the conversion completes without the reported KeyError for the specified checkpoint.
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Assessment
- Tech stack
- python
- Domain
- machine-learning
- Issue type
- Bug
- Difficulty
- 3/5
- Estimated time
- 1-2 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 35/100