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"> 1. what do we still need in dataset code?\r\n\r\nRoughly the following:\r\n\r\n```python\r\ndef __getitem__(self, cuts):\r\n\r\n # existing audio / text processing code\r\n\r\n multimodal_convo_examples = cuts.filter(lambda c: isinstance(c, NeMoMultimodalConversation))\r\n if multimodal_convo_examples:\... | 2024-09-30T17:25:26 | 2024-10-01T20:29:38 | 2024-10-01T20:29:36 | COLLABORATOR | {
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"merged_at": "2024-10-01T20:29:36"
} | # 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 code snippet demonstrating how to use this
```
# GitHub Actions CI
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To re-run CI remove and add the label again.
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# Before your PR is "Ready for review"
**Pre checks**:
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"FYI @HuiyingLi ",
"I'm closing this as it's covered by https://github.com/NVIDIA/NeMo/pull/10697"
] | 2024-09-30T15:17:23 | 2024-10-02T15:09:13 | 2024-10-02T15:09:12 | COLLABORATOR | {
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} | # What does this PR do ?
For `NemoTokenizerGroup` in the base class [BaseTokenizerGroup](https://github.com/vllm-project/vllm/blob/v0.5.3/vllm/transformers_utils/tokenizer_group/base_tokenizer_group.py#L13-L17) from vLLM there is an abstract `from_config` method that needs to be implemented. This change mocks the implementation to make `scripts/deploy/nlp/deploy_vllm_triton.py` functional.
There error fixed here is:
```
INFO 09-27 15:02:31 llm_engine.py:176] Initializing an LLM engine (v0.5.3) with config: model='/tmp/tmpioclfxxh', speculative_config=None, tokenizer=None, skip_tokenizer_init=False, tokenizer_mode=auto, revision=None, rope_scaling=None, rope_theta=None, tokenizer_revision=None, trust_remote_code=False, dtype=torch.bfloat16, max_seq_len=512, download_dir=None, load_format=<class 'nemo.export.vllm.model_loader.NemoModelLoader'>, tensor_parallel_size=1, pipeline_parallel_size=1, disable_custom_all_reduce=False, quantization=None, enforce_eager=False, kv_cache_dtype=auto, quantization_param_path=None, device_config=cuda, decoding_config=None, observability_config=None, seed=0, served_model_name=/data/export/LLAMA2-7B-fp8-sft.nemo, use_v2_block_manager=False, enable_prefix_caching=False)
ERROR 09-27 15:02:31 deploy_vllm_triton.py:169] An error has occurred while setting up or serving the model. Error message: An error has occurred during the model export. Error message: Can't instantiate abstract class NemoTokenizerGroup with abstract method from_config
```
CC @apanteleev
**Collection**: NLP
# 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 this
```
# GitHub Actions CI
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The GitHub Actions CI will run automatically when the "Run CICD" label is added to the PR.
To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".
# Before your PR is "Ready for review"
**Pre checks**:
- [ ] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md)
- [ ] Did you write any new necessary tests?
- [ ] Did you add or update any necessary documentation?
- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
- [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
**PR Type**:
- [ ] New Feature
- [ ] Bugfix
- [ ] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
Anyone in the community is free to review the PR once the checks have passed.
[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
# Additional Information
* Related to https://github.com/NVIDIA/NeMo/pull/9381
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"It would still work to a certain degree without re-training, but you will get much better result if you retrain a new model.\nNot only MSDD model, optimizing the clustering algorithm on the scale length and scale weights on the new embedding would also affect a lot on the performance.",
"This issue is stale bec... | 2024-09-30T09:27:00 | 2024-11-11T08:46:00 | 2024-11-11T08:46:00 | NONE | {
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} | null | null | null | Hello, is it possible to replace the TitaNet embedding model that is used along with MSDD? and if yes, does that require retraining?
I want to construct a pipeline with a different VAD and embedding model but still use the MSDD model | {
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"Which NeMo version is this? Greedy decoding for Canary should work if you install the latest 2.0 pre-release, or the latest `main` branch.",
"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 becau... | 2024-09-30T06:55:04 | 2024-11-15T02:02:38 | 2024-11-15T02:02:38 | NONE | {
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} | null | null | null | **Describe the bug**
A clear and concise description of what the bug is.
I am using nemo inside docker environment, with single GPU, unable to get the ASR ouput using canary 1b model
```
Error executing job with overrides: ['pretrained_name=nvidia/canary-1b', 'audio_dir=/opt/workspace/es_test', 'output_filename=canary_output.txt', 'clean_groundtruth_text=True', 'langid=es', 'batch_size=1', 'compute_timestamps=False', 'compute_langs=False', 'cuda=0', 'amp=True', 'append_pred=False', 'pred_name_postfix=canary']
Traceback (most recent call last):
File "/opt/asr_ensemble/repo/nemo/examples/asr/transcribe_speech.py", line 290, in main
asr_model.change_decoding_strategy(cfg.ctc_decoding)
File "/usr/local/lib/python3.10/dist-packages/nemo/collections/asr/models/aed_multitask_models.py", line 203, in change_decoding_strategy
self.decoding = MultiTaskDecoding(
File "/usr/local/lib/python3.10/dist-packages/nemo/collections/asr/parts/submodules/multitask_decoding.py", line 377, in __init__
super().__init__(
File "/usr/local/lib/python3.10/dist-packages/nemo/collections/asr/parts/submodules/multitask_decoding.py", line 124, in __init__
raise NotImplementedError("Greedy decoding is not implemented yet.")
NotImplementedError: Greedy decoding is not implemented yet.
```
**Steps/Code to reproduce bug**
python3 nemo/examples/asr/transcribe_speech.py \
pretrained_name="nvidia/canary-1b" \
audio_dir="/opt/workspace/es_test" \
output_filename="canary_output.txt" \
clean_groundtruth_text=True \
langid='es' \
batch_size=1 \
compute_timestamps=False \
compute_langs=False \
cuda=0 \
amp=True \
append_pred=False \
pred_name_postfix="canary"
**Expected behavior**
A clear and concise description of what you expected to happen.
**Environment overview (please complete the following information)**
- Environment location: [Bare-metal, Docker, Cloud(specify cloud provider - AWS, Azure, GCP, Collab)]
- Method of NeMo install: [pip install or from source]. Please specify exact commands you used to install.
- If method of install is [Docker], provide `docker pull` & `docker run` commands used
**Environment details**
If NVIDIA docker image is used you don't need to specify these.
Otherwise, please provide:
- OS version Ubuntu 20
- PyTorch version
- Python version 3.10
**Additional context**
Add any other context about the problem here.
Example: GPU model
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"And I often have this warning, please how to solve it \n`zarr distributed checkpoint backend is deprecated. Please switch to PyTorch Distributed format (`torch_dist`).\n`",
"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."... | 2024-09-30T05:36:02 | 2024-11-08T01:57:54 | 2024-11-08T01:57:53 | NONE | {
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python3 /opt/NeMo/scripts/checkpoint_converters/convert_llava_hf_to_nemo.py \
--input_name_or_path llava-hf/llava-1.5-7b-hf \
--output_path /workspace/checkpoints/llava-7b.nemo \
--tokenizer_path /workspace/checkpoints/vicuna-7b-v1.5/tokenizer_neva.model
```
Keep reporting errors
```
[NeMo I 2024-09-30 05:28:51 convert_llava_hf_to_nemo:288] Running verifications ['query: how much protein should a female eat'] ...
[rank0]: Traceback (most recent call last):
[rank0]: File "/opt/NeMo/scripts/checkpoint_converters/convert_llava_hf_to_nemo.py", line 331, in <module>
[rank0]: convert(args)
[rank0]: File "/opt/NeMo/scripts/checkpoint_converters/convert_llava_hf_to_nemo.py", line 295, in convert
[rank0]: model = model.cuda().eval()
[rank0]: File "/opt/NeMo/nemo/core/classes/modelPT.py", line 1963, in cuda
[rank0]: return super().cuda(device=device)
[rank0]: File "/usr/local/lib/python3.10/dist-packages/lightning_fabric/utilities/device_dtype_mixin.py", line 76, in cuda
[rank0]: return super().cuda(device=device)
[rank0]: File "/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py", line 911, in cuda
[rank0]: return self._apply(lambda t: t.cuda(device))
[rank0]: File "/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py", line 802, in _apply
[rank0]: module._apply(fn)
[rank0]: File "/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py", line 802, in _apply
[rank0]: module._apply(fn)
[rank0]: File "/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py", line 802, in _apply
[rank0]: module._apply(fn)
[rank0]: [Previous line repeated 3 more times]
[rank0]: File "/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py", line 825, in _apply
[rank0]: param_applied = fn(param)
[rank0]: File "/usr/local/lib/python3.10/dist-packages/torch/nn/modules/module.py", line 911, in <lambda>
[rank0]: return self._apply(lambda t: t.cuda(device))
[rank0]: torch.cuda.OutOfMemoryError: CUDA out of memory. Tried to allocate 192.00 MiB. GPU 0 has a total capacity of 47.29 GiB of which 169.00 MiB is free. Process 573844 has 46.78 GiB memory in use. Of the allocated memory 46.42 GiB is allocated by PyTorch, and 17.42 MiB is reserved by PyTorch but unallocated. If reserved but unallocated memory is large try setting PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True to avoid fragmentation. See documentation for Memory Management (https://pytorch.org/docs/stable/notes/cuda.html#environment-variables)
```
I am using two NVIDIA RTX 5880 48G GPUs, each with 32GB of memory. When I use only one GPU, the memory is fully utilized. However, when I use both GPUs, only one GPU's memory is fully utilized, while the other GPU seems to be underutilized. Why is this happening? Additionally, why does data type conversion consume so much GPU memory?
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📝 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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"It seems there is a bug in create_text_and_labels function of \n.local/lib/python3.10/site-packages/nemo/collections/nlp/data/token_classification\n\nI had tried to run it directly \n`\ncreate_text_and_labels(\"/tmp\", \"/punct/src/test.txt\", \"՞,․՜՝«»՛․։…\")\n`\nBut no any result!\n",
"The reason is an absent... | 2024-09-29T14:55:11 | 2024-11-09T01:55:50 | 2024-11-09T01:55:49 | NONE | {
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Please help me to add custom Punctuation marks to following script.
python examples/nlp/token_classification/data/prepare_data_for_punctuation_capitalization.py \
-s <PATH/TO/THE/SOURCE/FILE> \
-o <PATH/TO/THE/OUTPUT/DIRECTORY>
-p ? --marks ?
I can not add.
Thank you in advance! | {
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"@pzelasko Could you check the content of this PR? It's been a week since I created the PR, and no one has reviewed it. ",
"This PR is stale because it has been open for 14 days with no activity. Remove stale label or comment or update or this will be closed in 7 days.",
"This PR was closed because it has been ... | 2024-09-29T12:00:15 | 2024-10-29T01:59:56 | 2024-10-29T01:59:55 | NONE | {
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} | # What does this PR do ?
Fix a typo in the `nemo/collections/asr/models/rnnt_bpe_models.py` file.
**Collection**: ASR
# Changelog
- Fixed typo `tokenier` to `tokenizer` in `rnnt_bpe_models.py`.
# Usage
N/A
# 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 added to the PR.
To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".
# Before your PR is "Ready for review"
**Pre checks**:
- [x] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md)
- [ ] Did you write any new necessary tests?
- [ ] Did you add or update any necessary documentation?
- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
- [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
**PR Type**:
- [ ] New Feature
- [x] Bugfix
- [ ] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
Anyone in the community is free to review the PR once the checks have passed.
[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
# Additional Information
* Related to # (issue)
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https://api.github.com/repos/NVIDIA/NeMo/issues/10675 | https://api.github.com/repos/NVIDIA/NeMo | https://api.github.com/repos/NVIDIA/NeMo/issues/10675/labels{/name} | https://api.github.com/repos/NVIDIA/NeMo/issues/10675/comments | https://api.github.com/repos/NVIDIA/NeMo/issues/10675/events | https://github.com/NVIDIA/NeMo/issues/10675 | 2,554,804,699 | I_kwDOC_bI7s6YRznb | 10,675 | NeMo 2.0 llm sharded_state_dict error | {
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"install TE from source\n\nhttps://github.com/NVIDIA/TransformerEngine/pull/1130"
] | 2024-09-29T08:20:47 | 2024-09-30T00:26:18 | 2024-09-30T00:26:16 | NONE | {
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```
Training epoch 0, iteration 196/3999 | lr: 2.954e-05 | consumed_samples: 4728 | global_batch_size: 24 | global_step: 196 | reduced_train_loss: 10.84 | train_step_timing in s: 0.9765
Training epoch 0, iteration 197/3999 | lr: 2.969e-05 | consumed_samples: 4752 | global_batch_size: 24 | global_step: 197 | reduced_train_loss: 10.84 | train_step_timing in s: 0.9826
Training epoch 0, iteration 198/3999 | lr: 2.984e-05 | consumed_samples: 4776 | global_batch_size: 24 | global_step: 198 | reduced_train_loss: 10.84 | train_step_timing in s: 0.9742
Training epoch 0, iteration 199/3999 | lr: 2.999e-05 | consumed_samples: 4800 | global_batch_size: 24 | global_step: 199 | reduced_train_loss: 10.85 | train_step_timing in s: 1.085
[NeMo W 2024-09-29 08:11:31 nemo_logging:349] /home/usr/.local/lib/python3.10/site-packages/pytorch_lightning/callbacks/model_checkpoint.py:384: `ModelCheckpoint(monitor='val_loss')` could not find the monitored key in the returned metrics: ['lr', 'consumed_samples', 'global_batch_size', 'global_step', 'step', 'reduced_train_loss', 'grad_norm', 'train_step_timing in s', 'epoch']. HINT: Did you call `log('val_loss', value)` in the `LightningModule`?
Epoch 0, global step 199: 'val_loss' was not in top 10
[rank0]: Traceback (most recent call last):
[rank0]: File "/home/usr/.local/bin/nemorun", line 8, in <module>
[rank0]: sys.exit(app())
[rank0]: File "/home/usr/.local/lib/python3.10/site-packages/typer/main.py", line 338, in __call__
[rank0]: raise e
[rank0]: File "/home/usr/.local/lib/python3.10/site-packages/typer/main.py", line 321, in __call__
[rank0]: return get_command(self)(*args, **kwargs)
[rank0]: File "/home/usr/.local/lib/python3.10/site-packages/click/core.py", line 1157, in __call__
[rank0]: return self.main(*args, **kwargs)
[rank0]: File "/home/usr/.local/lib/python3.10/site-packages/typer/core.py", line 728, in main
[rank0]: return _main(
[rank0]: File "/home/usr/.local/lib/python3.10/site-packages/typer/core.py", line 197, in _main
[rank0]: rv = self.invoke(ctx)
[rank0]: File "/home/usr/.local/lib/python3.10/site-packages/click/core.py", line 1688, in invoke
[rank0]: return _process_result(sub_ctx.command.invoke(sub_ctx))
[rank0]: File "/home/usr/.local/lib/python3.10/site-packages/click/core.py", line 1688, in invoke
[rank0]: return _process_result(sub_ctx.command.invoke(sub_ctx))
[rank0]: File "/home/usr/.local/lib/python3.10/site-packages/click/core.py", line 1434, in invoke
[rank0]: return ctx.invoke(self.callback, **ctx.params)
[rank0]: File "/home/usr/.local/lib/python3.10/site-packages/click/core.py", line 783, in invoke
[rank0]: return __callback(*args, **kwargs)
[rank0]: File "/home/usr/.local/lib/python3.10/site-packages/typer/main.py", line 703, in wrapper
[rank0]: return callback(**use_params)
[rank0]: File "/home/usr/code/NeMo-Run/src/nemo_run/cli/api.py", line 790, in command
[rank0]: self.cli_execute(fn, ctx.args, type)
[rank0]: File "/home/usr/code/NeMo-Run/src/nemo_run/cli/api.py", line 842, in cli_execute
[rank0]: self._execute_task(fn, filtered_args)
[rank0]: File "/home/usr/code/NeMo-Run/src/nemo_run/cli/api.py", line 892, in _execute_task
[rank0]: run_task()
[rank0]: File "/home/usr/code/NeMo-Run/src/nemo_run/cli/api.py", line 871, in run_task
[rank0]: run.run(
[rank0]: File "/home/usr/code/NeMo-Run/src/nemo_run/run/api.py", line 65, in run
[rank0]: direct_run_fn(fn_or_script, dryrun=dryrun)
[rank0]: File "/home/usr/code/NeMo-Run/src/nemo_run/run/task.py", line 77, in direct_run_fn
[rank0]: built_fn()
[rank0]: File "/home/usr/code/NeMo/nemo/collections/llm/api.py", line 127, in pretrain
[rank0]: return train(
[rank0]: File "/home/usr/code/NeMo/nemo/collections/llm/api.py", line 85, in train
[rank0]: trainer.fit(model, data)
[rank0]: File "/home/usr/.local/lib/python3.10/site-packages/pytorch_lightning/trainer/trainer.py", line 538, in fit
[rank0]: call._call_and_handle_interrupt(
[rank0]: File "/home/usr/.local/lib/python3.10/site-packages/pytorch_lightning/trainer/call.py", line 46, in _call_and_handle_interrupt
[rank0]: return trainer.strategy.launcher.launch(trainer_fn, *args, trainer=trainer, **kwargs)
[rank0]: File "/home/usr/.local/lib/python3.10/site-packages/pytorch_lightning/strategies/launchers/subprocess_script.py", line 105, in launch
[rank0]: return function(*args, **kwargs)
[rank0]: File "/home/usr/.local/lib/python3.10/site-packages/pytorch_lightning/trainer/trainer.py", line 574, in _fit_impl
[rank0]: self._run(model, ckpt_path=ckpt_path)
[rank0]: File "/home/usr/.local/lib/python3.10/site-packages/pytorch_lightning/trainer/trainer.py", line 981, in _run
[rank0]: results = self._run_stage()
[rank0]: File "/home/usr/.local/lib/python3.10/site-packages/pytorch_lightning/trainer/trainer.py", line 1025, in _run_stage
[rank0]: self.fit_loop.run()
[rank0]: File "/home/usr/.local/lib/python3.10/site-packages/pytorch_lightning/loops/fit_loop.py", line 205, in run
[rank0]: self.advance()
[rank0]: File "/home/usr/.local/lib/python3.10/site-packages/pytorch_lightning/loops/fit_loop.py", line 363, in advance
[rank0]: self.epoch_loop.run(self._data_fetcher)
[rank0]: File "/home/usr/.local/lib/python3.10/site-packages/pytorch_lightning/loops/training_epoch_loop.py", line 140, in run
[rank0]: self.advance(data_fetcher)
[rank0]: File "/home/usr/.local/lib/python3.10/site-packages/pytorch_lightning/loops/training_epoch_loop.py", line 269, in advance
[rank0]: call._call_callback_hooks(trainer, "on_train_batch_end", batch_output, batch, batch_idx)
[rank0]: File "/home/usr/.local/lib/python3.10/site-packages/pytorch_lightning/trainer/call.py", line 218, in _call_callback_hooks
[rank0]: fn(trainer, trainer.lightning_module, *args, **kwargs)
[rank0]: File "/home/usr/.local/lib/python3.10/site-packages/pytorch_lightning/callbacks/model_checkpoint.py", line 317, in on_train_batch_end
[rank0]: self._save_last_checkpoint(trainer, monitor_candidates)
[rank0]: File "/home/usr/.local/lib/python3.10/site-packages/pytorch_lightning/callbacks/model_checkpoint.py", line 696, in _save_last_checkpoint
[rank0]: self._save_checkpoint(trainer, filepath)
[rank0]: File "/home/usr/code/NeMo/nemo/lightning/pytorch/callbacks/model_checkpoint.py", line 449, in _save_checkpoint
[rank0]: trainer.save_checkpoint(ckpt_filepath, save_weights_only, storage_options=storage_options)
[rank0]: File "/home/usr/.local/lib/python3.10/site-packages/pytorch_lightning/trainer/trainer.py", line 1365, in save_checkpoint
[rank0]: self.strategy.save_checkpoint(checkpoint, filepath, storage_options=storage_options)
[rank0]: File "/home/usr/code/NeMo/nemo/lightning/pytorch/strategies/megatron_strategy.py", line 660, in save_checkpoint
[rank0]: checkpoint["optimizer"] = [self.optimizer_sharded_state_dict()]
[rank0]: File "/home/usr/code/NeMo/nemo/lightning/pytorch/strategies/megatron_strategy.py", line 638, in optimizer_sharded_state_dict
[rank0]: return _strategy_lib.optimizer_sharded_state_dict(
[rank0]: File "/home/usr/code/NeMo/nemo/lightning/_strategy_lib.py", line 455, in optimizer_sharded_state_dict
[rank0]: return optimizer.sharded_state_dict(
[rank0]: File "/home/usr/code/NeMo/nemo/lightning/pytorch/optim/megatron.py", line 114, in sharded_state_dict
[rank0]: state_dict = self.mcore_optimizer.sharded_state_dict(
[rank0]: File "/home/usr/code/Megatron-LM/megatron/core/optimizer/distrib_optimizer.py", line 950, in sharded_state_dict
[rank0]: param_state = self.sharded_param_state_fs_model_space(
[rank0]: File "/home/usr/code/Megatron-LM/megatron/core/optimizer/distrib_optimizer.py", line 1161, in sharded_param_state_fs_model_space
[rank0]: dtype=state_ten.dtype,
[rank0]: AttributeError: 'NoneType' object has no attribute 'dtype'
[rank1]: Traceback (most recent call last):
[rank1]: File "/home/usr/.local/bin/nemorun", line 8, in <module>
[rank1]: sys.exit(app())
[rank1]: File "/home/usr/.local/lib/python3.10/site-packages/typer/main.py", line 338, in __call__
[rank1]: raise e
[rank1]: File "/home/usr/.local/lib/python3.10/site-packages/typer/main.py", line 321, in __call__
[rank1]: return get_command(self)(*args, **kwargs)
[rank1]: File "/home/usr/.local/lib/python3.10/site-packages/click/core.py", line 1157, in __call__
[rank1]: return self.main(*args, **kwargs)
[rank1]: File "/home/usr/.local/lib/python3.10/site-packages/typer/core.py", line 728, in main
[rank1]: return _main(
[rank1]: File "/home/usr/.local/lib/python3.10/site-packages/typer/core.py", line 197, in _main
[rank1]: rv = self.invoke(ctx)
[rank1]: File "/home/usr/.local/lib/python3.10/site-packages/click/core.py", line 1688, in invoke
[rank1]: return _process_result(sub_ctx.command.invoke(sub_ctx))
[rank1]: File "/home/usr/.local/lib/python3.10/site-packages/click/core.py", line 1688, in invoke
[rank1]: return _process_result(sub_ctx.command.invoke(sub_ctx))
[rank1]: File "/home/usr/.local/lib/python3.10/site-packages/click/core.py", line 1434, in invoke
[rank1]: return ctx.invoke(self.callback, **ctx.params)
[rank1]: File "/home/usr/.local/lib/python3.10/site-packages/click/core.py", line 783, in invoke
[rank1]: return __callback(*args, **kwargs)
[rank1]: File "/home/usr/.local/lib/python3.10/site-packages/typer/main.py", line 703, in wrapper
[rank1]: return callback(**use_params)
[rank1]: File "/home/usr/code/NeMo-Run/src/nemo_run/cli/api.py", line 790, in command
[rank1]: self.cli_execute(fn, ctx.args, type)
[rank1]: File "/home/usr/code/NeMo-Run/src/nemo_run/cli/api.py", line 842, in cli_execute
[rank1]: self._execute_task(fn, filtered_args)
[rank1]: File "/home/usr/code/NeMo-Run/src/nemo_run/cli/api.py", line 892, in _execute_task
[rank1]: run_task()
[rank1]: File "/home/usr/code/NeMo-Run/src/nemo_run/cli/api.py", line 871, in run_task
[rank1]: run.run(
[rank1]: File "/home/usr/code/NeMo-Run/src/nemo_run/run/api.py", line 65, in run
[rank1]: direct_run_fn(fn_or_script, dryrun=dryrun)
[rank1]: File "/home/usr/code/NeMo-Run/src/nemo_run/run/task.py", line 77, in direct_run_fn
[rank1]: built_fn()
[rank1]: File "/home/usr/code/NeMo/nemo/collections/llm/api.py", line 127, in pretrain
[rank1]: return train(
[rank1]: File "/home/usr/code/NeMo/nemo/collections/llm/api.py", line 85, in train
[rank1]: trainer.fit(model, data)
[rank1]: File "/home/usr/.local/lib/python3.10/site-packages/pytorch_lightning/trainer/trainer.py", line 538, in fit
[rank1]: call._call_and_handle_interrupt(
[rank1]: File "/home/usr/.local/lib/python3.10/site-packages/pytorch_lightning/trainer/call.py", line 46, in _call_and_handle_interrupt
[rank1]: return trainer.strategy.launcher.launch(trainer_fn, *args, trainer=trainer, **kwargs)
[rank1]: File "/home/usr/.local/lib/python3.10/site-packages/pytorch_lightning/strategies/launchers/subprocess_script.py", line 105, in launch
[rank1]: return function(*args, **kwargs)
[rank1]: File "/home/usr/.local/lib/python3.10/site-packages/pytorch_lightning/trainer/trainer.py", line 574, in _fit_impl
[rank1]: self._run(model, ckpt_path=ckpt_path)
[rank1]: File "/home/usr/.local/lib/python3.10/site-packages/pytorch_lightning/trainer/trainer.py", line 981, in _run
[rank1]: results = self._run_stage()
[rank1]: File "/home/usr/.local/lib/python3.10/site-packages/pytorch_lightning/trainer/trainer.py", line 1025, in _run_stage
[rank1]: self.fit_loop.run()
[rank1]: File "/home/usr/.local/lib/python3.10/site-packages/pytorch_lightning/loops/fit_loop.py", line 205, in run
[rank1]: self.advance()
[rank1]: File "/home/usr/.local/lib/python3.10/site-packages/pytorch_lightning/loops/fit_loop.py", line 363, in advance
[rank1]: self.epoch_loop.run(self._data_fetcher)
[rank1]: File "/home/usr/.local/lib/python3.10/site-packages/pytorch_lightning/loops/training_epoch_loop.py", line 140, in run
[rank1]: self.advance(data_fetcher)
[rank1]: File "/home/usr/.local/lib/python3.10/site-packages/pytorch_lightning/loops/training_epoch_loop.py", line 269, in advance
[rank1]: call._call_callback_hooks(trainer, "on_train_batch_end", batch_output, batch, batch_idx)
[rank1]: File "/home/usr/.local/lib/python3.10/site-packages/pytorch_lightning/trainer/call.py", line 218, in _call_callback_hooks
[rank1]: fn(trainer, trainer.lightning_module, *args, **kwargs)
[rank1]: File "/home/usr/.local/lib/python3.10/site-packages/pytorch_lightning/callbacks/model_checkpoint.py", line 317, in on_train_batch_end
[rank1]: self._save_last_checkpoint(trainer, monitor_candidates)
[rank1]: File "/home/usr/.local/lib/python3.10/site-packages/pytorch_lightning/callbacks/model_checkpoint.py", line 696, in _save_last_checkpoint
[rank1]: self._save_checkpoint(trainer, filepath)
[rank1]: File "/home/usr/code/NeMo/nemo/lightning/pytorch/callbacks/model_checkpoint.py", line 449, in _save_checkpoint
[rank1]: trainer.save_checkpoint(ckpt_filepath, save_weights_only, storage_options=storage_options)
[rank1]: File "/home/usr/.local/lib/python3.10/site-packages/pytorch_lightning/trainer/trainer.py", line 1365, in save_checkpoint
[rank1]: self.strategy.save_checkpoint(checkpoint, filepath, storage_options=storage_options)
[rank1]: File "/home/usr/code/NeMo/nemo/lightning/pytorch/strategies/megatron_strategy.py", line 660, in save_checkpoint
[rank1]: checkpoint["optimizer"] = [self.optimizer_sharded_state_dict()]
[rank1]: File "/home/usr/code/NeMo/nemo/lightning/pytorch/strategies/megatron_strategy.py", line 638, in optimizer_sharded_state_dict
[rank1]: return _strategy_lib.optimizer_sharded_state_dict(
[rank1]: File "/home/usr/code/NeMo/nemo/lightning/_strategy_lib.py", line 455, in optimizer_sharded_state_dict
[rank1]: return optimizer.sharded_state_dict(
[rank1]: File "/home/usr/code/NeMo/nemo/lightning/pytorch/optim/megatron.py", line 114, in sharded_state_dict
[rank1]: state_dict = self.mcore_optimizer.sharded_state_dict(
[rank1]: File "/home/usr/code/Megatron-LM/megatron/core/optimizer/distrib_optimizer.py", line 950, in sharded_state_dict
[rank1]: param_state = self.sharded_param_state_fs_model_space(
[rank1]: File "/home/usr/code/Megatron-LM/megatron/core/optimizer/distrib_optimizer.py", line 1161, in sharded_param_state_fs_model_space
[rank1]: dtype=state_ten.dtype,
[rank1]: AttributeError: 'NoneType' object has no attribute 'dtype'
```
**Steps/Code to reproduce bug**
```
nemorun llm pretrain --factory llama3_8b trainer.max_steps=4000 trainer.num_nodes=1 trainer.devices=2 data.seq_length=128 data.global_batch_size=24 model.config.seq_length=128 model.config.num_layers=4 model.config.hidden_size=256 model.config.ffn_hidden_size=1024 log.log_dir=exp_0929_n1d2_mini_fixckptsave trainer.strategy.save_ckpt_format=torch -y
```
DEBUG: master_param, dict_keys(['fp32_param', 'exp_avg', 'exp_avg_sq', 'master_param'])
DEBUG: master_param, dict_keys(['fp32_param', 'exp_avg', 'exp_avg_sq', 'master_param'])
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https://api.github.com/repos/NVIDIA/NeMo/issues/10674 | https://api.github.com/repos/NVIDIA/NeMo | https://api.github.com/repos/NVIDIA/NeMo/issues/10674/labels{/name} | https://api.github.com/repos/NVIDIA/NeMo/issues/10674/comments | https://api.github.com/repos/NVIDIA/NeMo/issues/10674/events | https://github.com/NVIDIA/NeMo/pull/10674 | 2,554,572,657 | PR_kwDOC_bI7s59AjGV | 10,674 | Bump `Dockerfile.ci` (2024-09-29) | {
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```python
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"merged_at": "2024-10-01T23:05:41"
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Add a one line overview of what this PR aims to accomplish.
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# Changelog
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+training.model.context_parallel_comm_backend=ucc
You also need to disable the CUDA_DEVICE_MAX_CONNECTIONS=1 restriction.
**Collection**: [Note which collection this PR will affect]
# Changelog
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} | # What does this PR do ?
Reverts [PR 10547](https://github.com/NVIDIA/NeMo/pull/10547)
**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 this
```
# GitHub Actions CI
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**PR Type**:
- [ ] New Feature
- [ ] Bugfix
- [ ] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
Anyone in the community is free to review the PR once the checks have passed.
[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
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+training.model.data_parallel_comm_backend=ucc
set CUDA_DEVICE_MAX_CONNECTIONS=8
which is in NeMo-Launcher `launcher/launcher_scripts/nemo_launcher/core/stages.py:_cuda_device_max_connections()`
**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 this
```
# 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 added to the PR.
To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".
# Before your PR is "Ready for review"
**Pre checks**:
- [ ] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md)
- [ ] Did you write any new necessary tests?
- [ ] Did you add or update any necessary documentation?
- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
- [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
**PR Type**:
- [ ] New Feature
- [ ] Bugfix
- [ ] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
Anyone in the community is free to review the PR once the checks have passed.
[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
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"According to @ashors1 this type of change is not needed for NeMo 2.0, so should be ready to go, @dimapihtar can you review?",
"> According to @ashors1 this type o... | 2024-09-27T18:03:45 | 2024-11-13T01:58:16 | 2024-11-13T01:58:15 | COLLABORATOR | {
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} | # What does this PR do ?
`model.dist_ckpt_load_strictness` allows to ignore mismatches during checkpoint loading.
Still, loading a state dict can yield errors. This PR ensures this flag is respected also during load_state_dict.
**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 this
```
# GitHub Actions CI
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# Before your PR is "Ready for review"
**Pre checks**:
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**PR Type**:
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- [x] Bugfix
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If you haven't finished some of the above items you can still open "Draft" PR.
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[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
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"Thanks @ko3n1g, I'll merge that"
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} | [🤖]: Hi @janekl 👋,<br><br>we've cherry picked #10660 into `r2.0.0` for you! 🚀<br><br>Please review and approve this cherry pick by your convenience\! | {
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Set the default value of always_save_context to True as its required to have the context for evaluating NeMo 2.0 ckpt as of now since we are converting it to 1.0 ckpt using this script: [convert_nemo2_for_export.py](https://github.com/NVIDIA/NeMo/blob/main/scripts/export/convert_nemo2_for_export.py) to export to TRTLLM for evaluation.
Replicate of [PR 10547](https://github.com/NVIDIA/NeMo/pull/10547) which has been merged to main.
**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 this
```
# GitHub Actions CI
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The GitHub Actions CI will run automatically when the "Run CICD" label is added to the PR.
To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".
# Before your PR is "Ready for review"
**Pre checks**:
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- [ ] Did you write any new necessary tests?
- [ ] Did you add or update any necessary documentation?
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**PR Type**:
- [ ] New Feature
- [ ] Bugfix
- [ ] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
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[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
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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
```python
# Add a code snippet demonstrating how to use this
```
# GitHub Actions CI
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- [ ] Did you write any new necessary tests?
- [ ] Did you add or update any necessary documentation?
- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
- [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
**PR Type**:
- [ ] New Feature
- [x] Bugfix
- [ ] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
Anyone in the community is free to review the PR once the checks have passed.
[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
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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
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# Usage
* You can potentially add a usage example below
```python
# Add a code snippet demonstrating how to use this
```
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To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".
# Before your PR is "Ready for review"
**Pre checks**:
- [ ] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md)
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If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
Anyone in the community is free to review the PR once the checks have passed.
[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
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Updating modelopt layer specification to extend PTQ support for Mixtral, see also https://github.com/NVIDIA/Megatron-LM/blob/main/megatron/core/models/gpt/gpt_layer_specs.py.
**Collection**: NLP
# 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 this
```
# 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 added to the PR.
To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".
# Before your PR is "Ready for review"
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- [ ] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md)
- [ ] Did you write any new necessary tests?
- [ ] Did you add or update any necessary documentation?
- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
- [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
**PR Type**:
- [ ] New Feature
- [ ] Bugfix
- [ ] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
Anyone in the community is free to review the PR once the checks have passed.
[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
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Require setuptools>=70 and update deprecated api
**Collection**: [nlp, multimodal]
# 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 this
```
# 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 added to the PR.
To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".
# Before your PR is "Ready for review"
**Pre checks**:
- [ ] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md)
- [ ] Did you write any new necessary tests?
- [ ] Did you add or update any necessary documentation?
- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
- [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
**PR Type**:
- [ ] New Feature
- [ ] Bugfix
- [ ] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
Anyone in the community is free to review the PR once the checks have passed.
[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
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* Related to # (issue)
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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
```python
# Add a code snippet demonstrating how to use this
```
# 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 added to the PR.
To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".
# Before your PR is "Ready for review"
**Pre checks**:
- [ ] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md)
- [ ] Did you write any new necessary tests?
- [ ] Did you add or update any necessary documentation?
- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
- [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
**PR Type**:
- [ ] New Feature
- [ ] Bugfix
- [ ] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
Anyone in the community is free to review the PR once the checks have passed.
[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
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* Related to # (issue)
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# Before your PR is "Ready for review"
**Pre checks**:
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If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
Anyone in the community is free to review the PR once the checks have passed.
[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
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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
```python
# Add a code snippet demonstrating how to use this
```
# GitHub Actions CI
The Jenkins CI system has been replaced by GitHub Actions self-hosted runners.
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To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".
# Before your PR is "Ready for review"
**Pre checks**:
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- [ ] Did you write any new necessary tests?
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- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
- [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
**PR Type**:
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- [ ] Bugfix
- [ ] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
Anyone in the community is free to review the PR once the checks have passed.
[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
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* Related to # (issue)
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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 code snippet demonstrating how to use this
```
# 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 added to the PR.
To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".
# Before your PR is "Ready for review"
**Pre checks**:
- [ ] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md)
- [ ] Did you write any new necessary tests?
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- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
- [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
**PR Type**:
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- [ ] Bugfix
- [ ] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
Anyone in the community is free to review the PR once the checks have passed.
[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
# Additional Information
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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 code snippet demonstrating how to use this
```
# 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 added to the PR.
To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".
# Before your PR is "Ready for review"
**Pre checks**:
- [ ] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md)
- [ ] Did you write any new necessary tests?
- [ ] Did you add or update any necessary documentation?
- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
- [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
**PR Type**:
- [ ] New Feature
- [ ] Bugfix
- [ ] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
Anyone in the community is free to review the PR once the checks have passed.
[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
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* Related to # (issue)
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📝 Please remember the following to-do's before merge:
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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
```python
# Add a code snippet demonstrating how to use this
```
# 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 added to the PR.
To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".
# Before your PR is "Ready for review"
**Pre checks**:
- [ ] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md)
- [ ] Did you write any new necessary tests?
- [ ] Did you add or update any necessary documentation?
- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
- [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
**PR Type**:
- [ ] New Feature
- [ ] Bugfix
- [ ] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
Anyone in the community is free to review the PR once the checks have passed.
[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
# Additional Information
* Related to # (issue)
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} | # What does this PR do ?
Adds support for limit_train_batches (as used in PTL) to work correctly. Without this PR, use of limit_train_batches less than 1.0 or num_samples will not work correctly when doing multi-epoch training in downstream libraries such as Nemo-Aligner.
**Collection**: NLP
# Changelog
- nemo/collections/nlp/data/language_modeling/megatron/data_samplers.py: alters constructor parameters for limit_train_batches and adds additional constructor logic to limit total_samples as necessary
- nemo/collections/nlp/data/language_modeling/megatron/megatron_batch_samplers.py: alters constructor parameters for limit_train_batches and adds additional constructor logic to limit total_samples as necessary
# Usage
You can now pass an additional parameter, `limit_train_batches` to all 4 Sampler classes
# GitHub Actions CI
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The GitHub Actions CI will run automatically when the "Run CICD" label is added to the PR.
To re-run CI remove and add the label again.
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# Before your PR is "Ready for review"
**Pre checks**:
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- [X] Bugfix
- [ ] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
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[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
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} | # What does this PR do ?
Get checkpoint connector working for bionemo (see https://github.com/NVIDIA/bionemo-fw-ea/pull/180)
# Changelog
- Use new nemo2 standard `/weights` and `/context` subdirectory scheme so checkpoint loaders work properly with checkpoints created by this method.
- dedup [ckpt_to_dir](https://github.com/NVIDIA/NeMo/pull/10647/files#diff-8b8117bc8b07d1fa52030c25e6a7c7920aafa31780e2665ec5fe63939c11a622L272)
- Other changes necessary to allow checkpoint transformation outside of training resumption. | {
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"Completed technical edit of NeMo 2.0 updates to ReadMe. LGTM."
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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 code snippet demonstrating how to use this
```
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# Before your PR is "Ready for review"
**Pre checks**:
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If you haven't finished some of the above items you can still open "Draft" PR.
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[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
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"@hemildesai this is great, have you run a two node job to test resuming from an HF checkpoint? What's the process for the user? I imagine this will be a frequent request so I want to make sure it's as frictionless as possible.\r\n\r\nI did a quick pass but will revisit later today. Thanks.",
"> @hemildesai this ... | 2024-09-26T22:46:05 | 2024-10-17T04:31:09 | 2024-10-08T18:31:13 | COLLABORATOR | {
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} | # What does this PR do ?
Checkpoint conversion is not feasible inside AutoResume as it is not reliable in multi process/multi node scenarios. This update disables checkpoint conversion inside AutoResume and forces users to use a NeMo based checkpoint.
**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 this
```
# GitHub Actions CI
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The GitHub Actions CI will run automatically when the "Run CICD" label is added to the PR.
To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".
# Before your PR is "Ready for review"
**Pre checks**:
- [ ] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md)
- [ ] Did you write any new necessary tests?
- [ ] Did you add or update any necessary documentation?
- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
- [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
**PR Type**:
- [ ] New Feature
- [ ] Bugfix
- [ ] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
Anyone in the community is free to review the PR once the checks have passed.
[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
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"for using MOS model, a container with torchaudio should be used. otherwise, comment MOS model loading and inference "
] | 2024-09-26T22:37:34 | 2024-09-27T16:29:49 | 2024-09-27T16:29:49 | NONE | {
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} | # What does this PR do ?
When using tensor parallelism, model assumes Nemo codec/ASR/MOS checkpoints are parallelized. This PR will fix loading checkpoints when tp is enabled
## Who can review?
@zhehuaichen
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} | # What does this PR do ?
Update to use encoder_tp_size and encoder_pp_size in MCore API. This enables more flexible parallelism in encoder-decoder models and VLMs.
**Collection**: [common]
# 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 this
```
# 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 added to the PR.
To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".
# Before your PR is "Ready for review"
**Pre checks**:
- [ ] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md)
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- [ ] Bugfix
- [ ] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
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[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
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} | # What does this PR do ?
Example workflow for quantizing NeMo 2.0 checkpoint.
**Collection**: llm
# Known Issues
* Observed accuracy regression on MMLU when exporting a non-quantized LLAMA3-7B: `0.654 -> 0.638`
* Half-precision with PP>1 does not work
# Usage
* You can potentially add a usage example below
```python
from nemo.collections.llm import quantization
quantization_config = quantization.QuantizationConfig()
export_config = quantization.ExportConfig('/tmp/trt_llama_engine')
quantizer = quantization.Quantizer(quantization_config, export_config)
model = quantization.load_with_modelopt_layer_spec('/path/to/nemo/checkpoint')
model = quantizer.quantize(model)
quantizer.export(model)
```
# GitHub Actions CI
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The GitHub Actions CI will run automatically when the "Run CICD" label is added to the PR.
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To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".
# Before your PR is "Ready for review"
**Pre checks**:
- [ ] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md)
- [ ] Did you write any new necessary tests?
- [ ] Did you add or update any necessary documentation?
- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
- [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
**PR Type**:
- [ ] New Feature
- [ ] Bugfix
- [ ] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
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[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
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} | # What does this PR do ?
1. environ variables
2. Microbatch config
Are both stateful when multiple tests are run in the same process.
**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 this
```
# 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 added to the PR.
To re-run CI remove and add the label again.
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# Before your PR is "Ready for review"
**Pre checks**:
- [ ] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md)
- [ ] Did you write any new necessary tests?
- [ ] Did you add or update any necessary documentation?
- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
- [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
**PR Type**:
- [ ] New Feature
- [ ] Bugfix
- [ ] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
Anyone in the community is free to review the PR once the checks have passed.
[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
# Additional Information
* Related to # (issue)
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} | # What does this PR do ?
Adding Resume pretraining for NeMo 2.0 T5 CICD
**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 this
```
# 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 added to the PR.
To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".
# Before your PR is "Ready for review"
**Pre checks**:
- [ ] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md)
- [ ] Did you write any new necessary tests?
- [ ] Did you add or update any necessary documentation?
- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
- [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
**PR Type**:
- [ ] New Feature
- [ ] Bugfix
- [ ] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
Anyone in the community is free to review the PR once the checks have passed.
[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
# Additional Information
* Related to # (issue)
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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 code snippet demonstrating how to use this
```
# 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 added to the PR.
To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".
# Before your PR is "Ready for review"
**Pre checks**:
- [ ] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md)
- [ ] Did you write any new necessary tests?
- [ ] Did you add or update any necessary documentation?
- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
- [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
**PR Type**:
- [ ] New Feature
- [ ] Bugfix
- [ ] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
Anyone in the community is free to review the PR once the checks have passed.
[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
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* Related to # (issue)
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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
```python
# Add a code snippet demonstrating how to use this
```
# 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 added to the PR.
To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".
# Before your PR is "Ready for review"
**Pre checks**:
- [ ] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md)
- [ ] Did you write any new necessary tests?
- [ ] Did you add or update any necessary documentation?
- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
- [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
**PR Type**:
- [ ] New Feature
- [ ] Bugfix
- [ ] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
Anyone in the community is free to review the PR once the checks have passed.
[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
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* Related to # (issue)
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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
```python
# Add a code snippet demonstrating how to use this
```
# 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 added to the PR.
To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".
# Before your PR is "Ready for review"
**Pre checks**:
- [ ] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md)
- [ ] Did you write any new necessary tests?
- [ ] Did you add or update any necessary documentation?
- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
- [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
**PR Type**:
- [ ] New Feature
- [ ] Bugfix
- [ ] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
Anyone in the community is free to review the PR once the checks have passed.
[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
# Additional Information
* Related to # (issue)
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# Usage
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# GitHub Actions CI
The Jenkins CI system has been replaced by GitHub Actions self-hosted runners.
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To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".
# Before your PR is "Ready for review"
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- [ ] Did you write any new necessary tests?
- [ ] Did you add or update any necessary documentation?
- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
- [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
**PR Type**:
- [ ] New Feature
- [ ] Bugfix
- [ ] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
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[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
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To re-run CI remove and add the label again.
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- [ ] Did you add or update any necessary documentation?
- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
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```python
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# GitHub Actions CI
The Jenkins CI system has been replaced by GitHub Actions self-hosted runners.
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To re-run CI remove and add the label again.
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- [ ] Did you write any new necessary tests?
- [ ] Did you add or update any necessary documentation?
- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
- [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
**PR Type**:
- [ ] New Feature
- [ ] Bugfix
- [ ] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
Anyone in the community is free to review the PR once the checks have passed.
[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
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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
```python
# Add a code snippet demonstrating how to use this
```
# GitHub Actions CI
The Jenkins CI system has been replaced by GitHub Actions self-hosted runners.
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To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".
# Before your PR is "Ready for review"
**Pre checks**:
- [ ] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md)
- [ ] Did you write any new necessary tests?
- [ ] Did you add or update any necessary documentation?
- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
- [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
**PR Type**:
- [ ] New Feature
- [ ] Bugfix
- [ ] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
Anyone in the community is free to review the PR once the checks have passed.
[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
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* Related to # (issue)
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📝 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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"Closed in favor of the automatic cherry-pick: #10628 "
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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 code snippet demonstrating how to use this
```
# GitHub Actions CI
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The GitHub Actions CI will run automatically when the "Run CICD" label is added to the PR.
To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".
# Before your PR is "Ready for review"
**Pre checks**:
- [ ] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md)
- [ ] Did you write any new necessary tests?
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- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
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**PR Type**:
- [ ] New Feature
- [ ] Bugfix
- [ ] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
Anyone in the community is free to review the PR once the checks have passed.
[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
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https://api.github.com/repos/NVIDIA/NeMo/issues/10625 | https://api.github.com/repos/NVIDIA/NeMo | https://api.github.com/repos/NVIDIA/NeMo/issues/10625/labels{/name} | https://api.github.com/repos/NVIDIA/NeMo/issues/10625/comments | https://api.github.com/repos/NVIDIA/NeMo/issues/10625/events | https://github.com/NVIDIA/NeMo/pull/10625 | 2,549,069,674 | PR_kwDOC_bI7s58tyeg | 10,625 | Downgrading the 'datasets' package from 3.0.0 to 2.21.0 in some notebooks of tutorials | {
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# What does this PR do ?
'[datasets](https://pypi.org/project/datasets/#history)' recently released the latest version 3.0.0 on Sep 11th, but some HF datasets (e.g., [MCV 3.0](https://huggingface.co/datasets/mozilla-foundation/common_voice_3_0), [MCV 6.1](https://huggingface.co/datasets/mozilla-foundation/common_voice_6_1)) do not update their code for the latest version. If we try to download these MCV with the latest 'datasets', it will raise an error: _TypeError: DownloadConfig.__init__() got an unexpected keyword argument 'ignore_url_params'._
Hence, we need to downgrade the 'datasets' package to the last version 2.21.0 in some tutorial notebooks. Please check the first block of each notebook.
**Collection**: [Note which collection this PR will affect]
NeMo/tutorial/asr
# Changelog
- Add specific line by line info of high level changes in this PR.
Updated requirements file
# GitHub Actions CI
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The GitHub Actions CI will run automatically when the "Run CICD" label is added to the PR.
To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".
# Before your PR is "Ready for review"
**Pre checks**:
- [ ] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md)
- [ ] Did you write any new necessary tests?
- [ ] Did you add or update any necessary documentation?
- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
- [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
**PR Type**:
- [ ] New Feature
- [x] Bugfix
- [ ] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
Anyone in the community is free to review the PR once the checks have passed.
[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
# Additional Information
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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 code snippet demonstrating how to use this
```
# 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 added to the PR.
To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".
# Before your PR is "Ready for review"
**Pre checks**:
- [ ] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md)
- [ ] Did you write any new necessary tests?
- [ ] Did you add or update any necessary documentation?
- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
- [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
**PR Type**:
- [ ] New Feature
- [ ] Bugfix
- [ ] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
Anyone in the community is free to review the PR once the checks have passed.
[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
# Additional Information
* Related to # (issue)
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} | # What does this PR do ?
Add ASR inference optimization blog post announcement to README
**Collection**: ASR
# Changelog
- Add ASR inference optimization blog post announcement to README
# Usage
* You can potentially add a usage example below
```python
# Add a code snippet demonstrating how to use this
```
# 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 added to the PR.
To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".
# Before your PR is "Ready for review"
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- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
- [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
**PR Type**:
- [ ] New Feature
- [ ] Bugfix
- [x] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
Anyone in the community is free to review the PR once the checks have passed.
[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
# Additional Information
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} | # What does this PR do ?
Use NCCL bootsrap backend and skip creating mpi process group.
**Collection**: [Note which collection this PR will affect]
# Changelog
- Add specific line by line info of high level changes in this PR.
# Usage
- The default backend is `nccl`, where no need to create mpi proc group
# 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 added to the PR.
To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".
# Before your PR is "Ready for review"
**Pre checks**:
- [ ] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md)
- [ ] Did you write any new necessary tests?
- [ ] Did you add or update any necessary documentation?
- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
- [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
**PR Type**:
- [ ] New Feature
- [ ] Bugfix
- [ ] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
Anyone in the community is free to review the PR once the checks have passed.
[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
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* Related to # (issue)
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} | # What does this PR do ?
Integrates [lm-evaluation-harness](https://github.com/EleutherAI/lm-evaluation-harness/tree/main) into NeMo to run evaluations on standard academic benchmarks.
Evaluations can be run by first deploying the model on PyTriton server via deploy method followed by running the evaluate method to do the actual evaluation.
**Collection**: This is an independent module and does not affect any collection.
# Changelog
- Refactor `deploy` method in `nemo/collections/llm/api.py` by moving utility funcs to `nemo/collections/llm/evaluation/eval_utils.py`. Deploy method takes care of exporting nemo model to trtllm and deploying it on PyTriton server.
- Deploy method also [starts rest service](https://github.com/NVIDIA/NeMo/pull/10621/files#diff-1afe0432f8c676bf15b5ebbc6628d0f1e9757ea6d3eb73a458c905080e77d50bR365-R369) using uvicorn that runs a FastAPI application which exposes OpenAI end point [/v1/completions](https://github.com/NVIDIA/NeMo/pull/10621/files#diff-5a9ea7d8a543abe1c43aba0c89551c8e661bedbdcbbdf7107750a7ea25870166R107).
- The FastAPI application is defined in `nemo/deploy/service/rest_model_api.py` which contains the code to interact with the PyTriton Server to perform the actual model inference via `/v1/completions` endpoint.
- [Evaluate method](https://github.com/NVIDIA/NeMo/pull/10621/files#diff-1afe0432f8c676bf15b5ebbc6628d0f1e9757ea6d3eb73a458c905080e77d50bR382) is added to `nemo/collections/llm/api.py` to evaluate nemo model deployed on PyTriton server (via trtllm) using lm-evaluation-harness.
Evaluate method takes in as input the rest service url "http://rest_service_http_address:rest_service_port/v1" and other evaluation params like eval task, num_fewshot, limit etc., and inference params like temperature, top_p, top_k, max_tokens_to_generate
- Evaluate method instantiates [NeMoFWLMEval class](https://github.com/NVIDIA/NeMo/pull/10621/files#diff-1afe0432f8c676bf15b5ebbc6628d0f1e9757ea6d3eb73a458c905080e77d50bR440) defined in `nemo/collections/llm/evaluation/eval_utils.py` that creates a wrapper to interface eval prompts from lm-eval-harness with the model deployed on PyTriton.
- [NeMoFWLMEval class ](https://github.com/NVIDIA/NeMo/pull/10621/files#diff-90b33cee942c51b274d1ded51e97e270442254275630ba88614867d5bd6296f4R18) defines two types of tasks: [generate_until](https://github.com/NVIDIA/NeMo/pull/10621/files#diff-90b33cee942c51b274d1ded51e97e270442254275630ba88614867d5bd6296f4R120) (for ex: gsm8k) and [loglikelihood](https://github.com/NVIDIA/NeMo/pull/10621/files#diff-90b33cee942c51b274d1ded51e97e270442254275630ba88614867d5bd6296f4R63) tasks (for ex: mmlu).
- The PR also exposes [gather_context_logits, gather_generation_logits](https://github.com/NVIDIA/NeMo/pull/10621/files#diff-73ace52ae1e5be664174e2ce71267c14118d0476fbd42d8be60842c0311b1334R57-R58) flag to build the trtllm engine with logits. Eval code needs the generation logits to compute the logProb of the actual output token or label, hence its enabled (False by default).
# Usage
* You can potentially add a usage example below
```python
# Add a code snippet demonstrating how to use this
```
# 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 added to the PR.
To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".
# Before your PR is "Ready for review"
**Pre checks**:
- [ ] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md)
- [ ] Did you write any new necessary tests?
- [ ] Did you add or update any necessary documentation?
- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
- [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
**PR Type**:
- [ ] New Feature
- [ ] Bugfix
- [ ] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
Anyone in the community is free to review the PR once the checks have passed.
[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
# Additional Information
* Related to # (issue)
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} | [🤖]: Hi @janekl 👋,<br><br>we've cherry picked #10523 into `r2.0.0` for you! 🚀<br><br>Please review and approve this cherry pick by your convenience\! | {
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"duplicate of #10609 "
] | 2024-09-25T11:40:28 | 2024-09-25T11:43:50 | 2024-09-25T11:43:49 | COLLABORATOR | {
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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 code snippet demonstrating how to use this
```
# 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 added to the PR.
To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".
# Before your PR is "Ready for review"
**Pre checks**:
- [ ] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md)
- [ ] Did you write any new necessary tests?
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- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
- [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
**PR Type**:
- [ ] New Feature
- [ ] Bugfix
- [ ] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
Anyone in the community is free to review the PR once the checks have passed.
[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
# Additional Information
* Related to # (issue)
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"I am wasting time on reinstallation ans re-configuration of all software components.\nUnfortunately yet there is no result.\nOnly the error was changed:\n```\n\nTraceback (most recent call last):\n File \"/maroc/nemoasr/pc.py\", line 1, in <module>\n from nemo.collections.nlp.models import PunctuationCapitaliz... | 2024-09-25T06:25:26 | 2024-09-29T14:09:08 | 2024-09-29T14:09:07 | NONE | {
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} | null | null | null | Dear Team,
I am trying to test "Punctuation and Capitalization Model" Quick Start Guide
from
https://docs.nvidia.com/nemo-framework/user-guide/latest/nemotoolkit/nlp/punctuation_and_capitalization.html
```
from nemo.collections.nlp.models import PunctuationCapitalizationModel
# to get the list of pre-trained models
PunctuationCapitalizationModel.list_available_models()
# Download and load the pre-trained BERT-based model
model = PunctuationCapitalizationModel.from_pretrained("punctuation_en_bert")
# try the model on a few examples
model.add_punctuation_capitalization(['how are you', 'great how about you'])
```
Each time I am receiving error
```
ImportError: cannot import name 'MMapIndexedDataset' from 'megatron.core.datasets.indexed_dataset' (/home/deep/.local/lib/python3.10/site-packages/megatron/core/datasets/indexed_dataset.py)
```
My attempts to change megatron-core version ended resultness.
The environment configuration shows blow:
NVIDIA-SMI 550.54.14
Driver Version: 550.54.14
CUDA Version: 12.4
nvcc -V :
nvcc: NVIDIA (R) Cuda compiler driver
Copyright (c) 2005-2024 NVIDIA Corporation
Built on Tue_Feb_27_16:19:38_PST_2024
Cuda compilation tools, release 12.4, V12.4.99
Build cuda_12.4.r12.4/compiler.33961263_0
cuDNN: 8.9.6
torch 2.4.1
torchvision 0.19.1
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Ensures proper padding during generation; proper= sequence length is dividable by TP/SP.
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"> @cuichenx it skips the random initialization of weights, since those will... | 2024-09-25T04:48:32 | 2024-09-27T13:57:58 | 2024-09-27T13:57:56 | MEMBER | {
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} | # What does this PR do ?
Add a one line overview of what this PR aims to accomplish.
**Collection**: llm
# Changelog
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} | # What does this PR do ?
Fix contiguous tensor issue in LoRA with mbs>1
**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 this
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**Pre checks**:
- [ ] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md)
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- [ ] New Feature
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If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
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[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
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src https://github.com/NVIDIA/NeMo/pull/10602
**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 this
```
# 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 added to the PR.
To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".
# Before your PR is "Ready for review"
**Pre checks**:
- [ ] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md)
- [ ] Did you write any new necessary tests?
- [ ] Did you add or update any necessary documentation?
- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
- [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
**PR Type**:
- [ ] New Feature
- [ ] Bugfix
- [ ] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
Anyone in the community is free to review the PR once the checks have passed.
[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
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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 code snippet demonstrating how to use this
```
# GitHub Actions CI
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To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".
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- [ ] Did you write any new necessary tests?
- [ ] Did you add or update any necessary documentation?
- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
- [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
**PR Type**:
- [ ] New Feature
- [ ] Bugfix
- [ ] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
Anyone in the community is free to review the PR once the checks have passed.
[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
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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
```python
# Add a code snippet demonstrating how to use this
```
# 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 added to the PR.
To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".
# Before your PR is "Ready for review"
**Pre checks**:
- [ ] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md)
- [ ] Did you write any new necessary tests?
- [ ] Did you add or update any necessary documentation?
- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
- [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
**PR Type**:
- [ ] New Feature
- [ ] Bugfix
- [ ] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
Anyone in the community is free to review the PR once the checks have passed.
[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
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* Related to # (issue)
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Adds an import guard for `megatron.energon`.
Currently, NeMo doesn't specify `megatron.energon` as a package dependency, so our bionemo builds are failing with this module not being found. Adding this as an explicit dependency to NeMo would be possible, but in the meantime it's likely easier just wrap this in an import guard so that we don't fail on import-time if this package isn't installed.
**Collection**: `nemo.multimodal.data`.
# 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 this
```
# GitHub Actions CI
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## Who can review?
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**Collection**: [Note which collection this PR will affect]
# Changelog
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```python
# Add a code snippet demonstrating how to use this
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**Collection**: [Note which collection this PR will affect]
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- 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 this
```
# GitHub Actions CI
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To re-run CI remove and add the label again.
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# Before your PR is "Ready for review"
**Pre checks**:
- [ ] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md)
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**PR Type**:
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If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
Anyone in the community is free to review the PR once the checks have passed.
[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
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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
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```python
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[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
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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
```python
# Add a code snippet demonstrating how to use this
```
# GitHub Actions CI
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The GitHub Actions CI will run automatically when the "Run CICD" label is added to the PR.
To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".
# Before your PR is "Ready for review"
**Pre checks**:
- [ ] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md)
- [ ] Did you write any new necessary tests?
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- [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
**PR Type**:
- [ ] New Feature
- [ ] Bugfix
- [ ] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
Anyone in the community is free to review the PR once the checks have passed.
[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
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Fixes import issue in a tutorial notebook
**Collection**: ASR
# 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 this
```
# 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 added to the PR.
To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".
# Before your PR is "Ready for review"
**Pre checks**:
- [ ] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md)
- [ ] Did you write any new necessary tests?
- [ ] Did you add or update any necessary documentation?
- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
- [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
**PR Type**:
- [ ] New Feature
- [ ] Bugfix
- [ ] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
Anyone in the community is free to review the PR once the checks have passed.
[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
# Additional Information
* Related to # (issue)
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} | ## Add the support
* megatron_amp_O2 on salm-gpt, bestow-gpt, salm-t5. Follow this doc for example recipe https://docs.google.com/document/d/1VKP9j574B_BYwkUHcyZYsQUQDbwMmFEhu5p0uH-ns6o/edit#heading=h.f646we4te4u8
* tp>1 support on salm-gpt, bestow-gpt. Follow this doc for example recipe https://docs.google.com/document/d/1fr2UlqThlzqvqL_lpc_HIyrh0yCzL27A-QX1eCI_ojg/edit#heading=h.sccv9we30nts
## Container
/lustre/fsw/portfolios/llmservice/users/zhehuaic/containers/nemo-main-aug24.sqsh or gitlab-master.nvidia.com/zhehuaic/nemo_containers:nemo-main-aug24 | {
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} | # What does this PR do ?
Minor fix for ckpt conversion to .nemo when cp size > 1.
**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 this
```
# 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 added to the PR.
To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".
# Before your PR is "Ready for review"
**Pre checks**:
- [ ] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md)
- [ ] Did you write any new necessary tests?
- [ ] Did you add or update any necessary documentation?
- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
- [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
**PR Type**:
- [ ] New Feature
- [ ] Bugfix
- [ ] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
Anyone in the community is free to review the PR once the checks have passed.
[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
# Additional Information
* Related to # (issue)
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# Changelog
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📝 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 ?
Import guard for SimpleMultiModalDataModule (energon)
my usecase: if I have an older container and I want to debug something and part of the debugging requires me to use a newer version of NeMo then I want to do that without having to install dependencies of other collections (I'm mainly interested in llm).
**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 this
```
# GitHub Actions CI
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The GitHub Actions CI will run automatically when the "Run CICD" label is added to the PR.
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To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".
# Before your PR is "Ready for review"
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**PR Type**:
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If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
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[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
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} | * fix minor import bug
* fix pps bug
* remove config file
---------
# 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 code snippet demonstrating how to use this
```
# 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 added to the PR.
To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".
# Before your PR is "Ready for review"
**Pre checks**:
- [ ] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md)
- [ ] Did you write any new necessary tests?
- [ ] Did you add or update any necessary documentation?
- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
- [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
**PR Type**:
- [ ] New Feature
- [ ] Bugfix
- [ ] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
Anyone in the community is free to review the PR once the checks have passed.
[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
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* Related to # (issue)
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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 code snippet demonstrating how to use this
```
# 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 added to the PR.
To re-run CI remove and add the label again.
To run CI on an untrusted fork, a NeMo user with write access must first click "Approve and run".
# Before your PR is "Ready for review"
**Pre checks**:
- [ ] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md)
- [ ] Did you write any new necessary tests?
- [ ] Did you add or update any necessary documentation?
- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
- [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
**PR Type**:
- [ ] New Feature
- [ ] Bugfix
- [ ] Documentation
If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
Anyone in the community is free to review the PR once the checks have passed.
[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
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TORCHDYNAMO_DISABLE=1 did not fix the timeouts;
Converted this to a PR to make /home/TestData readonly.
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**Collection**: [Note which collection this PR will affect]
# Changelog
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# Usage
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```python
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## Who can review?
Anyone in the community is free to review the PR once the checks have passed.
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# Usage
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# Add a code snippet demonstrating how to use this
```
# GitHub Actions CI
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**PR Type**:
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If you haven't finished some of the above items you can still open "Draft" PR.
## Who can review?
Anyone in the community is free to review the PR once the checks have passed.
[Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md) contains specific people who can review PRs to various areas.
# Additional Information
* Related to # (issue)
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"This PR is stale because it has been open for 14 days with no activity. Remove stale label or comment or update or this will be closed in 7 days."
] | 2024-09-23T15:44:30 | 2024-10-21T14:37:14 | 2024-10-21T14:37:10 | COLLABORATOR | {
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} | # What does this PR do ?
Moves common normalizer code into base class. Makes error soft rather than throwing hard ImportError
**Collection**: tts
# Changelog
- NeMo TN no longer throws errors in TTS collection
# GitHub Actions CI
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] | 2024-09-23T15:38:31 | 2024-09-25T18:14:39 | 2024-09-25T18:14:38 | NONE | {
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A clear and concise description of what the bug is.
**Steps/Code to reproduce bug**
Please list *minimal* steps or code snippet for us to be able to reproduce the bug.
A helpful guide on on how to craft a minimal bug report http://matthewrocklin.com/blog/work/2018/02/28/minimal-bug-reports.
**Expected behavior**
A clear and concise description of what you expected to happen.
**Environment overview (please complete the following information)**
- Environment location: Docker
- Method of install: Please specify exact commands you used to install.
- If method of install is [Docker], provide `docker pull` & `docker run` commands used
**Additional context**
Add any other context about the problem here.
Example: GPU model
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"I'm not sure we want to modify that lr schedule as it's been used as-is for so long. Can you use your own implementation? NeMo supports users to use their own lr schedules.\n\nhttps://docs.nvidia.com/nemo-framework/user-guide/latest/nemotoolkit/core/core.html?highlight=learning%2520rate#learning-rate-schedulers\n"... | 2024-09-23T15:10:46 | 2024-09-27T12:57:18 | 2024-09-27T12:57:18 | CONTRIBUTOR | {
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Please see https://github.com/NVIDIA/NeMo/pull/10530
**Steps/Code to reproduce bug**
Please see https://github.com/NVIDIA/NeMo/pull/10530
**Expected behavior**
LR != 0 on a first step
**Environment overview (please complete the following information)**
- Environment location: [Bare-metal, Docker, Cloud(specify cloud provider - AWS, Azure, GCP, Collab)]: Any
- Method of NeMo install: [pip install or from source]. Please specify exact commands you used to install: Any
- If method of install is [Docker], provide `docker pull` & `docker run` commands used: N/A
**Environment details**
If NVIDIA docker image is used you don't need to specify these.
Otherwise, please provide:
- OS version: Any
- PyTorch version: Any
- Python version: Any
**Additional context**
Add any other context about the problem here.
Example: GPU model: Any
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"[🤖]: Hi @stevehuang52 👋,\n\nWe wanted to let you know that a [CICD pipeline](https://github.com/$REPOSITORY/actions/runs/$RUN_ID) for this PR just finished succes... | 2024-09-23T14:33:37 | 2024-10-08T15:51:29 | 2024-10-08T15:51:28 | COLLABORATOR | {
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fix chunked infer
**Collection**: [asr]
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}
] | closed | false | null | [] | null | [
"Same error for us:\n\n\n```\nmodel = EncDecCTCModelBPE.restore_from(\"model_lt_ctc.nemo\")\nie = model.input_module.input_example(max_batch=1, max_dim=256)\nmodel.export(output=\"model_lt_ctc_exp.onnx\", input_example=ie, verbose=True)\n```\n\n\nError:\n\n```\nTraceback (most recent call last):\n File \"<stdin>\"... | 2024-09-23T10:58:17 | 2024-10-16T08:07:24 | 2024-09-23T11:00:15 | NONE | {
"total": 0,
"completed": 0,
"percent_completed": 0
} | null | null | null | **Describe the bug**
When exporting the parakeet-ctc-0.6b.nemo to an ONNX file via the export() method, it creates a 2.7MB ONNX file, and dumps the rest of the ONNX files into the same folder, instead of in the ONNX file.
**Steps/Code to reproduce bug**
`import nemo.collections.asr as nemo_asr
asr_model = nemo_asr.models.EncDecCTCModelBPE.from_pretrained(model_name="nvidia/parakeet-ctc-0.6b")
asr_model.export("parakeet.onnx")
`
**Expected behavior**
A single ONNX file ~ 2.3GB
**Environment overview (please complete the following information)**
- Environment location: Ubuntu 24.04 WSL2
- Method of NeMo install: pip install nemo_toolkit
- If method of install is [Docker], provide `docker pull` & `docker run` commands used
**Environment details**
If NVIDIA docker image is used you don't need to specify these.
Otherwise, please provide:
- Nemo 1.23.0 and 2.0.0rc1 (neither works)
- Ubuntu 24.04
- PyTorch version 2.4.1
- Python version 3.10.12
**Additional context**
Add any other context about the problem here.
Example: GPU model
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