feat: extend simulated path to multi-token decode#41
Open
Conversation
added 3 commits
February 26, 2026 12:54
…den states - First token: INT8 projection from initial hidden state (original behavior) - Tokens 2+: Use cached reference hidden states from prior HF forward steps - _run_reference_generation now returns hidden_states_list - _run_simulated_generation accepts hidden_states parameter - Updated note to reflect hybrid approach
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
1 participant
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
Summary
python/run_tiny_llm_sim.pysimulated path from first-token only to multi-token decode--sim-max-new-tokens,--sim-temperature,--sim-top-k,--sim-top-p,--sim-repetition-penalty,--sim-seed)Closes #38
Validation
python3 -m py_compile python/run_tiny_llm_sim.pypython3 -m python.run_tiny_llm_sim --prompt "Hello tiny NPU" --max-new-tokens 4 --temperature 0.9 --top-k 40 --top-p 0.95 --seed 42 --sim-max-new-tokens 4 --sim-temperature 0.0 --sim-seed 123(fails in this environment due to missing dependency:torch)