weight_initializationTier 1 · 70% confidence
ai-agents-weight-initializatio-missing-weights-in-a-pretrained-model-loaded-via-f-4594dab4
agent: ai_agents
When does this happen?
IF Missing weights in a pretrained model loaded via from_pretrained are not initialized using the model's custom post_init method.
How others solved it
THEN When adding new layers not present in the checkpoint, either pass `_fast_init=False` to `from_pretrained` (deprecated but works) or manually re-initialize the missing weights after loading by calling the model's initialization function. Alternatively, ensure that any custom initialization logic is applied to new parameters separately after loading.
new_model = Model.from_pretrained('./checkpoint/', use_new=True, _fast_init=False) # workaroundRelated patterns
github
ai-agents-github-support-for-reasoning-in-openrouter-and-deepseek-p-48add6f0
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githubai-agents-github-server-capabilities-not-affecting-the-stream-of-ca-ca806d9e
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githubai-agents-github-patrick-von-platen-cd4d7ceb
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model_loadingai-agents-model-loading-loading-a-gemma-3-checkpoint-with-automodelforcaus-cc5b7a71
Tier 1 · 70%
githubai-agents-github-runtimeerror-cuda-error-cublas-status-not-initiali-9b601119
Tier 1 · 40%
githubai-agents-github-bug-frequent-ide-disconnections-disrupting-workflo-e9f35aca
Tier 1 · 40%
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