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Revert "Revert Mcore update since it caused regression"
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Reverts NVIDIA/NeMo#11791
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Cherry pick `Add null tokenizer (11789)` into `r2.1.1`
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beep boop [🤖]: Hi @erhoo82 👋, we've cherry picked #11789 into for you! 🚀 Please review and approve this cherry pick by your convenience!
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Fix DistCP inference issue
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# What does this PR do ? When training with latest mcore's dist ckpt format. the model.model will sometimes be a list and this breaks the inference. This PR fix this issue. **Collection**: [Note which collection this PR will affect] # Changelog - Add specific line by line info of high level changes in this PR....
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Error occurs when i try to pack my training.jsonl
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[ "Sorry, i make a mistake about the param \"+pack_sizes [2024,...] -> [2048,...]\" " ]
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**Describe the bug** When i follow this tutorial [https://docs.nvidia.com/nemo-framework/user-guide/latest/nemotoolkit/features/optimizations/sequence_packing.html#](url) with the training.jsonl generated by [https://docs.nvidia.com/nemo-framework/user-guide/24.07/playbooks/llama2sft.html](url) in Step 3. A clear and ...
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Revert "Revert Mcore update since it caused regression (#11791)"
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This reverts commit 84b2bf0989a1cfde0258acb5804cd5bdcd357449. # What does this PR do ? Add a one line overview of what this PR aims to accomplish. **Collection**: [Note which collection this PR will affect] # Changelog - Add specific line by line info of high level changes in this PR. # Usage * You ca...
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Fix the tokenizer after llama-3
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# What does this PR do ? update 'LlamaTokenizer' → 'AutoTokenizer' Starting from llama-3, the tokenizer has been switched to use `PreTrainedTokenizerFast` instead of `LlamaTokenizer`. This PR fixes the tokenizer loading method, enabling it to function correctly with models released after llama-3 # Changelog ...
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fix: fix nemo 1.0 lora merge script for gpt models that error due to missing TE states
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chore(beep boop 🤖): Bump `MCORE_TAG=bafab5a...` (2025-01-09)
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🚀 PR to bump `NVIDIA/Megatron-LM` in `Dockerfile.ci` to `MCORE_TAG=bafab5a54b55f2f7309e6625cd0887756548a44b`. 📝 Please remember the following to-do's before merge: - [ ] Verify the presubmit CI 🙏 Please merge this PR only if the CI workflow completed successfully.
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Huvu/test nemoci t5 alibi
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Add Flux and Flux Controlnet Support to Diffusion folder
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# What does this PR do ? Add Flux and Flux Controlnet Support **Collection**: [DIFFUSION] ```python torchrun flux_controlnet_infer.py --num_joint_layers 4 --num_single_layers 0 --flux_ckpt /ckpts/nemo_flux_transformer.safetensors --controlnet_ckpt /ckpts/nemo_flux_controlnet_transformer.safetensors --contr...
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Add "_skipme" option to Lhotse Dataloading
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Fix Gemma2 Attention Init Args
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Revert Mcore update since it caused regression
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Revert Mcore update since it caused regression
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# What does this PR do ? Add a null tokenizer to ease the runs for performance benchmark and debugging # Changelog Add a null tokenizer # Usage ```python tokenizer=run.Config( get_nmt_tokenizer, library="null", ...
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chore(beep boop 🤖): Bump `MCORE_TAG=4dc8977...` (2025-01-08)
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🚀 PR to bump `NVIDIA/Megatron-LM` in `Dockerfile.ci` to `MCORE_TAG=4dc8977167d71f86bdec47a60a98e85c4cfa0031`. 📝 Please remember the following to-do's before merge: - [ ] Verify the presubmit CI 🙏 Please merge this PR only if the CI workflow completed successfully.
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[ "Increasing num_workers can increase the host memory usage. Is my understanding correct that these A3 mega nodes have ~1.8TB of host memory? Do you have data points of how the process mem increase as you increase num_workers?\n\nDoes increasing the shared memory like in [this summary comment](https://github.com/pyt...
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**Describe the bug** NeMo Llama 2 70B Pre-Training 20TB Dataset out-of-memory (CPU memory) **Steps/Code to reproduce bug** Using the default YAML file here: https://github.com/NVIDIA/NeMo-Framework-Launcher/blob/main/launcher_scripts/conf/training/llama/llama2_70b.yaml The dataset is the pile dataset replicated 35 ...
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# What does this PR do ? Cherry pick llava next changes that were missed for the release **Collection**: [Note which collection this PR will affect] Multimodal # Changelog - Cherry pick following PRs https://github.com/NVIDIA/NeMo/pull/11563 https://github.com/NVIDIA/NeMo/pull/11661 https://github.com/N...
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due to change in mcore commit https://github.com/NVIDIA/Megatron-LM/commit/31e8bfa926ca05a3b70a48d3ed6b86410a85a262 # What does this PR do ? Add a one line overview of what this PR aims to accomplish. **Collection**: [Note which collection this PR will affect] # Changelog - Add specific line by line info ...
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Updated preprocess_text.py to fix NeMo-text-processing :: WARNING :: Your input is too long and could take a long time to normalize. Use split_text_into_sentences() to make the input shorter and then call normalize_list().
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make progress printer compatible with PTL v2.5.0
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[Bugfix] Skip processing if extra_state loads as None
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# What does this PR do ? Addressing bug on trying to parse scaling factors that load to `None` on exporting a model to TensorRT-LLM: ``` File "/opt/NeMo/nemo/export/trt_llm/nemo_ckpt_loader/nemo_file.py", line 496, in load_nemo_model model = preprocess_scaling_factors_for_local_export(model) File "/opt/N...
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remove tensorstore pin in requirements*.txt
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# What does this PR do ? Removes an outdated pin to tensorstore 0.1.45 **Collection**: [Note which collection this PR will affect] # Changelog - Removes version pins in requirements_infer.txt and requirements_nlp.txt # GitHub Actions CI The Jenkins CI system has been replaced by GitHub Actions self-hos...
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Llama 405B NeMo version
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In the models catalog [here](https://catalog.ngc.nvidia.com/models) I could only find Llama 8B and 70B. Is there a 405B version available somewhere? I tried converting the HF model to NeMo using the `convert_llama_hf_to_nemo.py` script but the code runs out of memory even on a 1TB system. Is there a workaround for th...
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Update preprocess_text.py
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Fix for this warning: NeMo-text-processing :: INFO :: Creating ClassifyFst grammars. 0%| | 0/8 [00:00<?, ?it/s] NeMo-text-processing :: WARNING :: Your...
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fix llama-3.1 hf model_id
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# What does this PR do ? fix llama-3.1 hf model_id **Collection**: [Note which collection this PR will affect] # Changelog - Add specific line by line info of high level changes in this PR. # Usage * You can potentially add a usage example below ```python # Add a code snippet demonstrating how to use...
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draft: alternative packed seq format to prevent memory blow
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fix: mcore_ckpt_to_nemo.py broken from load_mlm arg
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In examples/nlp/language_modeling/megatron_ckpt_to_nemo.py, the introduction of load_mlm in this invocation https://github.com/NVIDIA/NeMo/blob/5ed118f24c31ba1e4729ff3fae33dc8482bd1b64/examples/nlp/language_modeling/megatron_ckpt_to_nemo.py#L203 causes an error because load_mlm is not excluded from the model conf...
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chore(beep boop 🤖): Bump `MCORE_TAG=4dc8977...` (2025-01-07)
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🚀 PR to bump `NVIDIA/Megatron-LM` in `Dockerfile.ci` to `MCORE_TAG=4dc8977167d71f86bdec47a60a98e85c4cfa0031`. 📝 Please remember the following to-do's before merge: - [ ] Verify the presubmit CI 🙏 Please merge this PR only if the CI workflow completed successfully.
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# What does this PR do ? Special tokens were not passed to sentencepiece library. **Collection**: [Note which collection this PR will affect] # Changelog - Add specific line by line info of high level changes in this PR. # Usage * You can potentially add a usage example below ```python # Add a code s...
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# What does this PR do ? Enable Pipeline-Parallelism in conjunction with student-teacher distillation in NeMo 2 **Collection**: [LLM] # Changelog - Create new script to enable KD in NeMo 2 - Modify the `MegatronParallel` forward pass to run teacher in addition to student # Usage * TBA ```python # Ad...
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# What does this PR do ? Add `sequence_len_offset` to the signature of subclasses of TransformerLayer for compatibility with inference updates. **Collection**: [Note which collection this PR will affect] # Changelog - Add specific line by line info of high level changes in this PR. # Usage * You can pote...
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add chat sft dataset to support agent tool calling
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chore(beep boop 🤖): Bump `MCORE_TAG=2d7c521...` (2025-01-06)
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🚀 PR to bump `NVIDIA/Megatron-LM` in `Dockerfile.ci` to `MCORE_TAG=2d7c521de7c5878501cf7e366e7d8e13267c8eb6`. 📝 Please remember the following to-do's before merge: - [ ] Verify the presubmit CI 🙏 Please merge this PR only if the CI workflow completed successfully.
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llm.import_ckpt cannot run directly
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When I run the following code directly, it seems there is a deadlock inside with spawn multiple processes. The follow code is exactly the same as just use llm.import_ckpt directly as a main function. ``` from nemo.collections import llm import nemo_run as run ckpt_import = run.Partial( llm.import_ckpt, model...
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Allow configuration of PP communication backend to UCC in nemo2
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# What does this PR do ? Allow configuration of PP communication backend to UCC (default NCCL) in nemo2 **Collection**: [Note which collection this PR will affect] # Changelog - Add specific line by line info of high level changes in this PR. # Usage * You can potentially add a usage example below ```...
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🚀 PR to bump `NVIDIA/Megatron-LM` in `Dockerfile.ci` to `MCORE_TAG=f682bd0ee639b04d3d46a3f8f1881a543c7b653d`. 📝 Please remember the following to-do's before merge: - [ ] Verify the presubmit CI 🙏 Please merge this PR only if the CI workflow completed successfully.
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Add context_logits for eval accuracy calculation in case of multi token prediction tasks
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[ "[🤖]: Hi @athitten 👋,\n\nWe wanted to let you know that a [CICD pipeline](https://github.com/NVIDIA/NeMo/actions/runs/12684673872) for this PR just finished successfully\n\nSo it might be time to merge this PR or get some approvals\n\nI'm just a bot so I'll leave it you what to do next.\n\n//cc @pablo-garay @ko3n...
2025-01-03T22:45:44
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# What does this PR do ? This PR adds the following changes: 1) Uses `context_logits` to compute `logProbs` in case of eval benchmarks that have multiple token prediction. For ex: `arc_challenge`, `arc_easy`, `winogrande`, `copa` etc., (where as `MMLU`, `lambada` are single token prediction benchmarks. Uses `gene...
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What kind of manifest does NEST require?
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Hi! I want to train my own pretrained Fast-Conformer model using the NEST framework, but I'm not sure what structure I need for this script: [masked_token_pred_pretrain.py](https://github.com/NVIDIA/NeMo/blob/main/examples/asr/speech_pretraining/masked_token_pred_pretrain.py). Additionally, I don't know what type of va...
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Do not load context for model transform in llm inference
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[ "[🤖]: Hi @hemildesai 👋,\n\nWe wanted to let you know that a [CICD pipeline](https://github.com/NVIDIA/NeMo/actions/runs/12626573102) for this PR just finished successfully\n\nSo it might be time to merge this PR or get some approvals\n\nI'm just a bot so I'll leave it you what to do next.\n\n//cc @pablo-garay @ko...
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fix typo bug # What does this PR do ? Add a one line overview of what this PR aims to accomplish. **Collection**: [Note which collection this PR will affect] # Changelog - Add specific line by line info of high level changes in this PR. # Usage * You can potentially add a usage example below ```pyt...
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In-framework deployment NeMo 2.0 nemo_export.py test
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# What does this PR do ? Adding `nemo_export.py --in-framework True [...]` test in Github Actions. This also includes: * adding NeMo 2.0 support in this script * adding [`generate`](https://github.com/NVIDIA/NeMo/blob/3e5fb000ab55071b0685be9986f25eb7e0a2697e/nemo/deploy/nlp/megatronllm_deployable.py#L182) method ...
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Enable packed seqs for validation
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[ "@guyueh1 , @cuichenx \r\nWhat is the status of this PR? Ready for merge?", "LGTM", "<!-- pylint-output-strict-mode-false -->\n\nbeep boop 🤖: 🙏 The following files have warnings. In case you are familiar with these, please try helping us to improve the code base.\n\n---\n\nYour code was analyzed with PyLint. ...
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# What does this PR do ? Add a one line overview of what this PR aims to accomplish. **Collection**: [Note which collection this PR will affect] # Changelog - Add specific line by line info of high level changes in this PR. # Usage * You can potentially add a usage example below ```python # Add a cod...
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Fix 'http_port' parameter name in DeployPyTriton usages and update .qnemo compress=True path
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# What does this PR do ? * Update the `port` paramter name to `http_port` when instantiating `DeployPyTriton` class following changes in https://github.com/NVIDIA/NeMo/pull/11643 * Minor change for NeMo 1.0 PTQ to not use any compression method when creating a *.qnemo* tarball as it's not really desired & make sure...
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Cherry pick `Update changelog for `r2.1.0` (11745)` into `r2.1.0`
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beep boop [🤖]: Hi @github-actions[bot] 👋, we've cherry picked #11745 into for you! 🚀 Please review and approve this cherry pick by your convenience!
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Automated changes by [create-pull-request](https://github.com/peter-evans/create-pull-request) GitHub action
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ci: Fix changelog generator
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Automated changes by [create-pull-request](https://github.com/peter-evans/create-pull-request) GitHub action
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Hello. I'm beginner of using NeMo framework. Following the tutorial_pretraining.py (https://docs.nvidia.com/nemo-framework/user-guide/latest/nemo-2.0/quickstart.html) I want to make small model (mamba7_780m) be learned with my old gpus ( Geforce RTX 2080 Ti -12GB * 2) . So i wanted to chang model, optimizer variables...
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Not able to run LLaVA-Next pretraining with NeMo 2.0 using container version nemo:24.12
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**Describe the bug** I would love to run LLaVA-Next pretraining with NeMo 2.0 following the [documentation](https://docs.nvidia.com/nemo-framework/user-guide/latest/vlms/llavanext.html) but failed with various errors with either nemo:24.12, nemo:24.09 or nemo:dev. **Steps/Code to reproduce bug** 1. Pull the latest N...
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[ "<!-- pylint-output-strict-mode-false -->\n\nbeep boop 🤖: 🙏 The following files have warnings. In case you are familiar with these, please try helping us to improve the code base.\n\n---\n\nYour code was analyzed with PyLint. The following annotations have been identified:\n\n```\n************* Module nemo.collec...
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🚀 PR to bump `NVIDIA/Megatron-LM` in `Dockerfile.ci` to `MCORE_TAG=076972e37420b5325c5fe06e7131be7d96f05b53`. 📝 Please remember the following to-do's before merge: - [ ] Verify the presubmit CI 🙏 Please merge this PR only if the CI workflow completed successfully.
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[ "[🤖]: Hi @huvunvidia 👋,\n\nWe wanted to let you know that a [CICD pipeline](https://github.com/NVIDIA/NeMo/actions/runs/12592997561) for this PR just finished successfully\n\nSo it might be time to merge this PR or get some approvals\n\nI'm just a bot so I'll leave it you what to do next.\n\n//cc @pablo-garay @ko...
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# What does this PR do ? Scripts for converting T5 HF checkpoints from and to NeMo 2.0 checkpoints. **Collection**: [Note which collection this PR will affect] # Changelog - Add specific line by line info of high level changes in this PR. # Usage * You can potentially add a usage example below ```pyth...
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# What does this PR do ? Improves the UX of estimating 2D buckets and preparing the training configuration. Key changes: * 2D bucket estimation auto-finds the right max-token-per-second setting for each bucket separately instead of assuming a global constant max-TPS. The per-bucket max-TPS is determined as 4*stddev...
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Add BERT Embedding Models
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[ "[🤖]: Hi @suiyoubi 👋,\n\nWe wanted to let you know that a [CICD pipeline](https://github.com/NVIDIA/NeMo/actions/runs/12616668182) for this PR just finished successfully\n\nSo it might be time to merge this PR or get some approvals\n\nI'm just a bot so I'll leave it you what to do next.\n\n//cc @pablo-garay @ko3n...
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[ "[🤖]: Hi @malay-nagda 👋,\n\nWe wanted to let you know that a [CICD pipeline](https://github.com/NVIDIA/NeMo/actions/runs/12752166721) for this PR just finished successfully\n\nSo it might be time to merge this PR or get some approvals\n\nI'm just a bot so I'll leave it you what to do next.\n\n//cc @pablo-garay @k...
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# What does this PR do ? Adds scripts for llm pre-training and fine-tuning, optimized for performance **Collection**: [llm] # Changelog Added arg params for HuggingFace Token, NEMO_HOME env var and fine-tuning scheme ``` -hf/--hf_token # needed for downloading checkpoints and tokenizers from HF -nh/--...
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# What does this PR do ? Add performence in token-level in `nemo/utils/exp_manager.py`, in which the manager will log `effective_tokens_per_second_per_device` and `total_tokens_per_second_per_device` for each training step. **Collection**: [Note which collection this PR will affect] # Changelog - Add specifi...
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I am trying to train a model on the SLURP dataset using the NeMo framework by following the steps outlined in the `README.md` file under `NeMo/examples/slu/speech_intent_slot`. - **Data Preparation** and **Building Tokenizers** completed successfully. - The `.json` files (ending with `slu.json`) were correctly genera...
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chore(beep boop 🤖): Bump `MCORE_TAG=076972e...` (2025-01-02)
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🚀 PR to bump `NVIDIA/Megatron-LM` in `Dockerfile.ci` to `MCORE_TAG=076972e37420b5325c5fe06e7131be7d96f05b53`. 📝 Please remember the following to-do's before merge: - [ ] Verify the presubmit CI 🙏 Please merge this PR only if the CI workflow completed successfully.
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🚀 PR to bump `NVIDIA/Megatron-LM` in `Dockerfile.ci` to `MCORE_TAG=076972e37420b5325c5fe06e7131be7d96f05b53`. 📝 Please remember the following to-do's before merge: - [ ] Verify the presubmit CI 🙏 Please merge this PR only if the CI workflow completed successfully.
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# What does this PR do ? Adds method `wait_for_server_ready` to `evaluation/base.py` that waits for the PyTriton server to be ready and the specific model (with name defined in `model_name` arg) to be loaded and ready before starting evaluation. Adds bool [generation_logits_available](https://github.com/NVIDIA/Ne...
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# What does this PR do ? Add a one line overview of what this PR aims to accomplish. **Collection**: [Note which collection this PR will affect] # Changelog - Add specific line by line info of high level changes in this PR. # Usage * You can potentially add a usage example below ```python # Add a cod...
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Relvant to this MR https://github.com/NVIDIA/NeMo/pull/9868/files # What does this PR do ? Add a one line overview of what this PR aims to accomplish. **Collection**: [Note which collection this PR will affect] # Changelog - Add specific line by line info of high level changes in this PR. # Usage * ...
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Run Flake8 for nemo.export module
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# What does this PR do ? Run & apply [Flake8](https://flake8.pycqa.org/en/latest/) suggestions for nemo.export including (most common): * [F541: f-string without any placeholders](https://docs.astral.sh/ruff/rules/f-string-missing-placeholders) * [F841 local variable 'x' is assigned to but never used](https://www....
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Cherry pick `Bug fix minor bug in TRT-LLM deployment (11714)` into `r2.1.0`
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beep boop [🤖]: Hi @oyilmaz-nvidia 👋, we've cherry picked #11714 into for you! 🚀 Please review and approve this cherry pick by your convenience!
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🚀 PR to bump `NVIDIA/Megatron-LM` in `Dockerfile.ci` to `MCORE_TAG=076972e37420b5325c5fe06e7131be7d96f05b53`. 📝 Please remember the following to-do's before merge: - [ ] Verify the presubmit CI 🙏 Please merge this PR only if the CI workflow completed successfully.
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# What does this PR do ? Fix the model configs for performance # Changelog - Enable RoPE fusion in the nemotron baseline config - Enable `sequence_parallel` in nemotron4 15B config that uses TP>1 - Add `tp_only_amax_red=False` in GPT config # Usage n/a # GitHub Actions CI The Jenkins CI system has bee...
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**Describe the bug** NeMo intermittent start-up failure with OMPI temp directory error. **Steps/Code to reproduce bug** * Launch multinode NeMo training job on k8s with privilege mode without HostPID * Observe that in about 3~4% of the time, NeMo job fails to launch with error: ``` ERROR 2024-11-13T14:41:01.1148292...
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# What does this PR do ? Add a one line overview of what this PR aims to accomplish. **Collection**: [Note which collection this PR will affect] # Changelog - Fixing two issues introduced in https://github.com/NVIDIA/NeMo/commit/fe4f39a4025fac98590182ae639cbce5055fa71d - Adding a check of `tp_comm_overlap_c...
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Allow using vocab size from config
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This MR allows the use of vocab size from config. In several cases once the indexed dataset is created, the tokenizer is used only to get vocab size. # What does this PR do ? Add a one line overview of what this PR aims to accomplish. **Collection**: [Note which collection this PR will affect] # Changelog ...
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convert_llama_hf_to_nemo.py use llama31
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[ "Hi @yangzhipeng1108, We hit the same problem with the checkpoint conversion, Just wondering if you could leave your contact information in your github, Could we send you a email regarding this. We would love to explore the potential cooperation opportunity" ]
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python /opt/NeMo/scripts/checkpoint_converters/convert_llama_hf_to_nemo.py --input_name_or_path=/workspace/model_ckpts/Meta-Llama-3.1-8B-Instruct/ --output_path=llama3.1-8b-instruct.nemo --llama31 True Does llama31 not pack embedding into nemo file? Generated ![Image](https://github.com/user-attachments/assets/b8eccff...
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chore(beep boop 🤖): Bump `MCORE_TAG=2da43ef...` (2024-12-26)
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🚀 PR to bump `NVIDIA/Megatron-LM` in `Dockerfile.ci` to `MCORE_TAG=2da43ef4c1b9e76f03b7567360cf7390e877f1b6`. 📝 Please remember the following to-do's before merge: - [ ] Verify the presubmit CI 🙏 Please merge this PR only if the CI workflow completed successfully.
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beep boop [🤖]: Hi @Ssofja 👋, we've cherry picked #11710 into for you! 🚀 Please review and approve this cherry pick by your convenience!
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Bug fix minor bug in TRT-LLM deployment
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[ "[🤖]: Hi @oyilmaz-nvidia 👋,\n\nWe wanted to let you know that a [CICD pipeline](https://github.com/NVIDIA/NeMo/actions/runs/12488550311) for this PR just finished successfully\n\nSo it might be time to merge this PR or get some approvals\n\nI'm just a bot so I'll leave it you what to do next.\n\n//cc @pablo-garay...
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# What does this PR do ? Fixes a minor bug deploying trt-llm models
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chore(beep boop 🤖): Bump `MCORE_TAG=2da43ef...` (2024-12-25)
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🚀 PR to bump `NVIDIA/Megatron-LM` in `Dockerfile.ci` to `MCORE_TAG=2da43ef4c1b9e76f03b7567360cf7390e877f1b6`. 📝 Please remember the following to-do's before merge: - [ ] Verify the presubmit CI 🙏 Please merge this PR only if the CI workflow completed successfully.
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Lora ckpt in HF format for NeMo AutoModel
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# What does this PR do ? Adds support to save Lora ckpt in HF format for NeMo automodel.
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beep boop [🤖]: Hi @Ssofja 👋, we've cherry picked #11709 into for you! 🚀 Please review and approve this cherry pick by your convenience!
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# What does this PR do ? This PR fixes the bug which was noticed during the usage of tutorials/tools/NeMo_Forced_Aligner_Tutorial.ipynb **Collection**: [ASR] **PR Type**: - [ ] New Feature - [x] Bugfix - [ ] Documentation
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# What does this PR do ? This PR fixes the bug which was noticed during the usage of tutorials/tools/CTC_Segmentation_Tutorial.ipynb **Collection**: [ASR] **PR Type**: - [ ] New Feature - [x] Bugfix - [ ] Documentation
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# What does this PR do ? This PR adds Sortformer documents and tutorial notebooks. **Collection**: ASR/speaker_tasks # Changelog Speaker Diarization documents. `tutorial/speaker_tasks/End_to_end_Diarization_Training.ipynb` `tutorial/speaker_tasks/End_to_end_Diarization_Inference.ipynb` # Usage Ru...
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🚀 PR to bump `NVIDIA/Megatron-LM` in `Dockerfile.ci` to `MCORE_TAG=2da43ef4c1b9e76f03b7567360cf7390e877f1b6`. 📝 Please remember the following to-do's before merge: - [ ] Verify the presubmit CI 🙏 Please merge this PR only if the CI workflow completed successfully.
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# What does this PR do ? Use explicit imports of from `nemo.deploy.nlp.megatronllm_deployable` module to avoid dependency chain in case of vLLM. This module is not needed for vLLM deployments and the virtualenv `/opt/venv` for vLLM should only contain minimal set of requirements to run it. Otherwise just importin...
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# What does this PR do ? llama3 pre-training recipes with performance optimizations **Collection**: [llm] # Changelog - Add specific line by line info of high level changes in this PR. # Usage ```python python3 scripts/llm/performance/llama3_8b.py -a <slurm_account> -p <slurm_partition> -i nvcr.io/nvi...
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chore(beep boop 🤖): Bump `MCORE_TAG=d3c585e...` (2024-12-23)
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2025-01-03T12:55:24
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🚀 PR to bump `NVIDIA/Megatron-LM` in `Dockerfile.ci` to `MCORE_TAG=d3c585e90ebd5937243c8d4c9d5d5cf9d61665d6`. 📝 Please remember the following to-do's before merge: - [ ] Verify the presubmit CI 🙏 Please merge this PR only if the CI workflow completed successfully.
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