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} | * remove 8x3b recipes
* remove 8x3b from test_nemo_run
* rm from __init__
---------
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- Add specific line by line info of high lev... | {
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When running `merge_lora_weights/merge.py` with TP and PP set to 1 on a fine-tuned minitron checkpoint, I run into the following error:
```sh
raise RuntimeError(f"world_size ({world_size}) is not divisible by {total_model_size}")
[rank0]: RuntimeError: world_size (1) is not divisible by 4
```
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Changes:
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2. move test/lightning/io to test/lightning/_io to avoid name-collision with python's io lib.
**Collection**: [Note which collection this PR will affect]
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} | # What does this PR do ?
`signal.SIGKILL` is used but it's not supported in windows, it was introduced in #9352
**Collection**: Core
# Changelog
- Replace `signal.SIGKILL` with `signal.SIGTERM` as it is not supported in windows, I know windows is supposed to be used along with WSL, but most of the inference... | {
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`IPython` is not included in the requirements but it is used in an non-optional manner
**Steps/Code to reproduce bug**
`from nemo.collections.asr.parts.utils.vad_utils import load_tensor_from_file`
On a new environment that comes without `IPython`
**Expected behavior**
`IPython` should be incl... | {
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Fixes param_groups in the checkpoint when we have a separate pipeline stage for lm_head. Without this we face error below when loading the distributed checkpoint before resuming training.
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} | # What does this PR do ?
tb overlap configs for llama3.1 405b, gpt 20b and 175b
**Collection**: [llm]
# Changelog
- Add specific line by line info of high level changes in this PR.
# Usage
* You can potentially add a usage example below
```python
trainer = run.Config(
nl.Trainer,
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} | * NeMoLogger arg rename dir -> log_dir
* Set NVTE_APPLY_QK_LAYER_SCALING=0
* call mbs reconfigure to avoid interference from other tests; rewrite os.environ :( to avoid interference from other tests
* Apply isort and black reformatting
---------
# What does this PR do ?
Add a one line ... | {
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} | [🤖]: Hi @HuiyingLi 👋,<br><br>we've cherry picked #10697 into `r2.0.0` for you! 🚀<br><br>Please review and approve this cherry pick by your convenience\! | {
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} | # What does this PR do ?
* Infers the list of VMs to check via the rest api. Another benefit: We can filter for runners that are online!
* Runs a check to decide if a reboot is necessary or not
* Transposes the execution order:
Prev. we worked in stages (first: shutdown of _all_ runners, second: re-install dr... | {
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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
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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
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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
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"[🤖]: Hi @ko3n1g 👋,\n\nI just wanted to let you know that, you know, a [CICD pipeline](https://github.com/$REPOSITORY/actions/runs/$RUN_ID) for this PR just finished successfully ✨\n\nSo it might be time to merge this PR or like to get some approvals 🚀\n\nBut I'm just a 🤖 so I'll leave it you what to do next.\n... | 2024-10-04T00:21:57 | 2024-10-04T13:16:56 | 2024-10-04T13:16:54 | COLLABORATOR | {
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} | 🚀 PR to Bump `Dockerfile.ci`.
📝 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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"isn't this changed needed for 8x3b as well?\r\n"
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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
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"This PR is dependent on implementation of media in Mcore. Will need to add the changes to NeMo first or stay as a draft until the Mcore change is merged.",
"@zpx01 can you take a look at the flow matching?",
"[🤖]: Hi @Victor49152 👋,\n\nWe wanted to let you know that a [CICD pipeline](https://github.com/NVIDI... | 2024-10-04T00:16:35 | 2024-10-22T00:24:03 | 2024-10-22T00:24:03 | COLLABORATOR | {
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} | # What does this PR do ?
Add flux inference pipeline
**Collection**:
diffusion
# Changelog
/nemo/collections/diffusion
# GitHub Actions CI
The Jenkins CI system has been replaced by GitHub Actions self-hosted runners.
The GitHub Actions CI will run automatically when the "Run CICD" label is ad... | {
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"Equivalent: https://github.com/NVIDIA/NeMo/pull/10729 in main"
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"This PR was closed because it has been inactive for 7 days since being marked as stale."
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The use case I am supporting is the ability to take model checkpoints trained with fused_adam optimizer and then resume training with Apex's distributed_fused_adam while maintaining optimizer state.
There is mismatch in the optimizer state_dict where MoE-specific keys, which are ShardedTensorFactory o... | {
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"https://wandb.ai/joc/llava_next_energon/runs/70551i0j?nw=nwuserykarnati - fine tuning convergence run on LLaVA dataset"
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} | # What does this PR do ?
Support training of LLaVa NeXt model.
**Collection**: [Note which collection this PR will affect]
Multimodal
# Changelog
- Added necessary task encoders for energon data module to support training LLaVA NeXT with NeVA Model
# Usage
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} | # What does this PR do ?
1. Copies the argument guard for param AG overlap with optim.step from Megatron LM.
2. Add FP8 support to MoE sequential group gemm
**Collection**: [Note which collection this PR will affect]
# Changelog
- AUse param AG overlap with optim.step only when using (1) param AG overlap an... | {
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} | [🤖]: Hi @BoxiangW 👋,<br><br>we've cherry picked #10703 into `r2.0.0` for you! 🚀<br><br>Please review and approve this cherry pick by your convenience\! | {
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```
megatronGPTModel.restore_from(restore_path="/path/to/my/70B/.nemo", override_config_path, trainer)
```
to restore the checkpoint. It hangs while unpacking the .nemo file.
The container I am using i... | {
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Add a one line overview of what this PR aims to accomplish.
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} | # Fix tests for TestEncDecMultiTaskModel
**PR Type**:
- [ ] New Feature
- [ V] Bugfix
- [ ] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
@pzelasko
# Additional Information
* Related to # (issue)
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If using NeMo for supervised fune-tuning, how do I implement penalizing the distance between starting and current weights? This was shown to be effective in https://arxiv.org/abs/1706.03610 | {
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📝 Please remember the following to-do's before merge:
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* add nemo-ux resume test
* Apply isort and black reformatting
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* Updating nemo-run entrypoint inside setup.py
* Remove nemo-run from requirements until we have a pypi package
* Update entrypoint naming
* Setting up cli recipe for llama3-8b
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This fixes major slowdowns when running diarization parallel on multiple gpus
Discussion: https://github.com/NVIDIA/NeMo/issues/7101
# What does this PR do ?
Stores embedding extraction on device.
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Stores embedding extraction on device.
This fixes major slowdowns when running diarization parallel on multiple gpus
Discussion: https://github.com/NVIDIA/NeMo/issues/7101
**Collection**: [Note which collection this PR will affect]
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"I find it:\nI have to delete this folder:\nnemo_experiments/megatron_gpt/checkpoints",
"This issue is stale because it has been open for 30 days with no activity. Remove stale label or comment or this will be closed in 7 days.",
"This issue was closed because it has been inactive for 7 days since being marked ... | 2024-10-02T17:40:32 | 2024-11-12T07:12:17 | 2024-11-10T02:00:52 | NONE | {
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I followed the instructions in:
https://docs.nvidia.com/nemo-framework/user-guide/latest/nemotoolkit/nlp/nemo_megatron/gpt/gpt_training.html
the i replace 1024 with 512
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Adds support for nemo 2.0 ckpt in export
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Nemotron recipeswith performance optimizations.
**Collection**: [Note which collection this PR will affect]
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"Merged with #9597"
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`convert_mistral_7b_nemo_to_hf.py` does not support tied embeddings. In other words,
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} | # What does this PR do ?
Change the `overlap_param_gather` to `overlap_param_sync` to match with apex.dist.
**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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} | 🚀 PR to Bump `Dockerfile.ci`.
📝 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 @paul-gibbons 👋,<br><br>we've cherry picked #10669 into `r2.0.0` for you! 🚀<br><br>Please review and approve this cherry pick by your convenience\! | {
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"@maanug-nv I have it on https://github.com/NVIDIA/NeMo/pull/10526",
"[🤖]: Hi @akoumpa 👋,\n\nWe wanted to let you know that a [CICD pipeline](https://github.com/$REPOSITORY/actions/runs/$RUN_ID) for this PR just finished successfully\n\nSo it might be time to merge th... | 2024-10-01T22:38:35 | 2024-10-08T17:44:00 | 2024-10-08T17:43:59 | MEMBER | {
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} | # What does this PR do ?
Removed finetuning recipes due to no use cases
**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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"@pablo-garay I saw the failure test OPTIONAL_L0_Unit_Tests_CPU_ASR / main but it seem not related to my change. Not sure if these are expected?",
"Close this and move to https://github.com/NVIDIA/NeMo/pull/10748\r\nto avoid CI issues"
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**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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2. keep the previous behavior of truncating input_ids when the length is larger than max_seq_length
3. add gemma support
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add diffusion energon dataloader
# 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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# Add a code snippet demonstrating how to use this
```
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Allow logging memory profile via the interval constructor arg.
**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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} | # What does this PR do ?
Fixing two things in **r2.0.0** release testing, to be cherry-picked to the release branch: - repro below for an oldish Nemo checkpoint from FP8 SFT:
```
python /opt/NeMo/tests/export/nemo_export.py \
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Add integrations to update vllm to 0.6.0
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} | # What does this PR do ?
This PR adds an interface argument to support the MCore Partial DistOpt feature. The argument `num_distributed_optimizer_instances` determines the the level of sharding that can be done on the MCore DistOpt across the DP domain.
The setting need to be set as `training.model.optim. num_dis... | {
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} | # What does this PR do ?
Run Mini-Mixtral (3M) pretraining with Mcore & NeMo and compare bitexactness of checkpoints.
**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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📝 Please remember the following to-do's before merge:
- [ ] Verify the presubmit CI
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"Seems like we don't have the ability to save '.nemo' in 2.0 right?",
"Yes, this was an NVbug about NeMo 1.0. We are not going to save .nemo in 2.0 right now",
"One last request, can we add a test in `test_exp_manager.py` to ensure this configuration will fail?",
"@maanug-nv Can you help approve this again? ... | 2024-09-30T23:51:31 | 2024-10-22T07:49:59 | 2024-10-22T07:49:59 | COLLABORATOR | {
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} | # What does this PR do ?
`always_save_nemo` option is not supported yet to work with model parallel. Added assertions to avoid future confusions.
**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 po... | {
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"Finalizing reviews and comments this week\r\n",
"This PR is stale because it has been open for 14 days with no activity. Remove stale label or comment or update o... | 2024-09-30T23:40:37 | 2024-12-06T18:30:19 | 2024-11-29T02:03:52 | NONE | {
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} | # What does this PR do ?
Tutorial for DAPT with NeMo Framework
**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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"Please fix [DCO](https://github.com/NVIDIA/NeMo/pull/10688/checks?check_run_id=31972432771) also.",
"Could you let me know when it will be completed? I’ve been really looking forward to this feature. It works in pretrain, but it’s really strange that it doesn’t work in SFT.",
"<!-- pylint-output-strict-mode-fa... | 2024-09-30T23:39:01 | 2024-11-28T00:03:05 | 2024-11-28T00:03:05 | CONTRIBUTOR | {
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} | # What does this PR do ?
This PR adds CP support for THD format and is compatible with cu_seqlen_padded in the latest CUDNN fused attention.
Steps to run SFT + CP + THD format:
1. Prepare packed dataset in THD format: run `scripts/nlp_language_modeling/prepare_packed_ft_dataset.py` to pack the dataset into THD f... | {
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} | * Require setuptools>=70 and update deprecated api
* Apply isort and black reformatting
---------
# 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 h... | {
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} | [🤖]: Hi @Victor49152 👋,<br><br>we've cherry picked #10662 into `r2.0.0` for you! 🚀<br><br>Please review and approve this cherry pick by your convenience\! | {
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