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update ds_v3 yamls support deepseek engram, first version add engram yamls fix import transformer_block errors fix dict debug fix engram config fix engram config seperate engram_transformer_layer and orig_transformer_layer debug fix layer_ids offset or engram and mcore fix device error in compressed_tokenizer update tokenizer path fix fix device error debug pritn fake hyper-connections, mhc to be supported debug disable sequence parallel, to be supported disable tp, moe force sp with tp debug debug, reset print update output dir name debug multi-head-embedding debug support tp/sp embedding update tp/sp support update yamls enable tp/sp debug print add debug print debug pp debug layer id debug pp debug update engram layer for pp fix debug offset and num_layers fix layer ids offsets debug pp debug mtp enable mtp debug mtp update mtp fix udpate pp size add comment debug pp update pp test modify get_batch for pp fix polish print update engram yaml config polish engram config names fix fix debug conv debug print rewrite engram_model init update update engram model init debug add engram arguments update yaml update polish add ngram_hash cache add nvtx profile support nsys profile from numpy to torch polish print debug print update polish print update nvtx profile opt nvtx debug print debug memcpy opt nvtx hash prefix fix fix polish print polish unset yamls unset nsys profile remove run.sh
nvtx profile nvtx profile add torch profiler profile polish test torch profiler update profile config add engram cicd udpate cicd yamls update golden values update cicd yaml fix entrypoint update golden values
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disable bias linear exclude engram hf models in pre-commit support qwen3-engram ckpt conversion update run.sh fix fix fix hack for tokenizer path hack for tokenizer fix fix fix fix fix fix fix fix fix fix tokenizer path fix fix
update yamls fix ssh port fix update deepseek yamls polish
fix ruff check of cicd rename fix tp/pp input_ids transfer fix fix unset path update golden values modify pre-commit for ci debug fix format format
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Add deepseek engram, ref: DeepSeek Engram Paper, DeepSeek Engram Github
TODO: