renwei2024/nemo-github-issues huggingface dataset:
docs: Add changelog
State: closed | Pull request: yes
Labels: name: cherry-pick

# 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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* Related to # (issue)
ci: Allow changelog manual (#10156)
State: closed | Pull request: yes
Labels: name: CI

# 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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ci: Allow changelog manual
State: closed | Pull request: yes
Labels: name: CI

# 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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docs: Add changelog
State: closed | Pull request: yes

# 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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# Additional Information
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Use parallelism config in fabric strategy
State: closed | Pull request: yes
Labels: name: Run CICD

# 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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# Additional Information
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log selectively at end
State: closed | Pull request: yes
Labels: name: stale

name: NLP

# 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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# Additional Information
* Related to # (issue)


This PR was closed because it has been inactive for 7 days since being marked as stale.
Fix CTM offset bug in multispeaker datasimulator 
State: closed | Pull request: yes
Labels: name: ASR

# What does this PR do ?

This PR fixes inaccurate CTM time stamps from multispeaker data simulator.

**Collection**: [Note which collection this PR will affect]
ASR

# Changelog 

The function `create_new_ctm_entry`'s argument `start` should be float
Original:
start=int(start / self._params.data_simulator.sr)
Fixed:
start=float(start / self._params.data_simulator.sr)

# Usage

```python

  python <NEMO_ROOT>/tools/speech_data_simulator/multispeaker_simulator.py  \
    num_workers=10 \
    data_simulator.random_seed=42 \
    data_simulator.manifest_filepath=manifest_with_alignment_file.json \
    data_simulator.outputs.output_dir=./simulated_data \
    data_simulator.outputs.output_filename=sim_spk2_sess20 \
    data_simulator.session_config.num_sessions=1000 \
    data_simulator.session_config.num_speakers=2 \
    data_simulator.session_config.session_length=20 \
    data_simulator.background_noise.add_bg=False \
    data_simulator.background_noise.background_manifest=background_noise.json \
    data_simulator.background_noise.snr=40 \

# Check out parameters in ./conf/data_simulator.yaml.
```

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## Who can review?

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# Additional Information
N.A.
Improved hparams logging
State: closed | Pull request: yes
Labels: name: core

name: stale

name: NLP

# What does this PR do ?
Improved hparams logging

- Currently model hyperparemeters are saved as a single raw string under key "cfg" in wandb, this is due to omegaconf.DictConfig is not considered json serializable by pytorch_lighting. This patch converts `cfg` object to plain python dict and save it under key "model". This allows all model parameters to be indexed separately in wandb thus provide better searching and filtering capabilities, e.g. 'model.fp8=true'

- If an optional `rootCfg` kwarg is passed to ModelPT, ModelPT will save the entire rootCfg as hyperparemeters includes trainer, exp_manager and other configurations.

**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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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 inactive for 7 days since being marked as stale.
Fix exp_manager.wandb_logger_kwargs.config type
State: closed | Pull request: yes
Labels: name: stale

# What does this PR do ?
Fixed exp_manager.wandb_logger_kwargs.config

Configuring wandb.config using hydra configuration file and/or its cli overrides is useful, it allows adding metadata to wandb run without modifying python code.

Currently passing wandb 'config' in exp_manager.wandb_logger_kwargs won't work because wandb.init() expects 'config' value to be a plain dict instead of an omegaconf.DictConfig instance, this patch converts wandb_kwargs to plain python dict before passing in to pytorch_lightning.loggers.WandbLogger() (eventually calls wandb.init())

**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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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 inactive for 7 days since being marked as stale.
[NeMo-UX] Add Community Models
State: closed | Pull request: yes
Labels: name: Run CICD

# What does this PR do ?

Add Baichuan and ChatGLM

**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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# Additional Information
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Update recipes for Llama 3 8b and 70b
State: closed | Pull request: yes
Labels: name: Run CICD

# 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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**Pre checks**:
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- [ ] 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**:
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- [ ] Bugfix
- [ ] Documentation

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# Additional Information
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Add the mcore interface for optim arg; overlap param AG with optimizer
State: closed | Pull request: yes
Labels: name: core

name: stale

name: NLP

# What does this PR do ?

Add the mcore interface for distributed optimizer arg; overlap param AG with optimizer

# Changelog 
- Pass `overlap_param_gather_with_optimizer_step` to megatron-core
- Enable `delay_param_gather` for aligning param AG timing across PP ranks by default
- Fix the input args of `finish_param_sync` func
- Diable embedding param AG bucketing to overlap with optim.step

# Usage
Set `overlap_param_gather_with_optimizer_step=true` to enable param AG chunk overlap with optim.step

# GitHub Actions CI

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  - [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
  
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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.

This PR was closed because it has been inactive for 7 days since being marked as stale.
NeMo-UX: override MegatronStrategy's tensor_init_context
State: closed | Pull request: yes
Labels: name: Run CICD

 to avoid overwritting default tensor device


# 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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**Pre checks**:
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- [ ] Did you add or update any necessary documentation?
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  - [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
  
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# Additional Information
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Add Long Context Recipe documentation
State: closed | Pull request: yes

# 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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**Pre checks**:
- [ ] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md)
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- [ ] Did you add or update any necessary documentation?
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  - [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
  
**PR Type**:
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- [ ] Bugfix
- [ ] Documentation

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# Additional Information
* Related to # (issue)


Closing this in favor of https://github.com/NVIDIA/NeMo/pull/10140
[Docs] Fixing warnings, focusing on SpeechLLM docs + copy editing
State: closed | Pull request: yes
Labels: name: ASR

name: Multi Modal

name: Run CICD

# What does this PR do ?

Various fixes to docs to reduce the warnings we currently have and make sure docs work as intended.

Requesting reviews from: 
* @yaoyu-33 - glance over docs fixes
* @stevehuang52 - check over type hint change (from using | to Union), see more info in changelog

**Collection**: Docs, SpeechLLM

# Changelog 
- Fixed broken link to SpeechLLM docs, so now they are actually accessible.
- Fixed errors we were getting from type hints. This is an issue @pzelasko spotted previously (https://github.com/NVIDIA/NeMo/pull/8956). There is a good explanation of it in the "note" section here: https://docs.python.org/3/library/stdtypes.html#union-type.
- Fixed some docstrings in SpeechLLM code so now they will display properly in the API section
- Various other small fixes

# Usage
N/A

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Add Long Context Recipe for NeMo 2.0
State: closed | Pull request: yes
Labels: name: feature

name: Run CICD

# What does this PR do ?

Support NeMo 2.0 long context recipe

**Collection**: llm

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# Additional Information
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8x3B Mixtral seems to be missing now, trying to add it in this PR

@hemildesai For better integration
Add sdxl notebook
State: closed | Pull request: yes
Labels: name: Multi Modal

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[Draft] Nemotron in Nemo-UX
State: closed | Pull request: yes
Labels: name: Run CICD

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Fix The Issue With PL 2.4.0
State: closed | Pull request: yes
Labels: name: Run CICD

… host & device sync in it.

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@alpha0422 looks like these are deprecated as well: https://github.com/NVIDIA/NeMo/blob/11fece913d83b74bf419fca66b8f0951f281bfba/nemo/utils/callbacks/cuda_graph.py#L400

  File "/__w/NeMo/NeMo/nemo/utils/callbacks/cuda_graph.py", line 400, in on_train_end
    _ResultCollection.register_key = _ResultCollection.__orig_register_key__
AttributeError: type object '_ResultCollection' has no attribute '__orig_register_key__'

@thomasdhc Thanks for pointing it out, pushed changes.
Fix lhotse parsing tarred files with offset field
State: closed | Pull request: yes
Labels: name: common

name: Run CICD

# What does this PR do ?

Fixes skipping some entries in manifests when using tarred dataset with long-form audio and offset field.

**Collection**: ASR

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ci: Combine jobs
State: closed | Pull request: yes
Labels: name: CI

name: Run CICD

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ci: Grant permission to cancel workflows
State: closed | Pull request: yes
Labels: name: CI

name: Run CICD

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[NeMo-UX] Fix io init bug
State: closed | Pull request: yes
Labels: name: Run CICD

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# Additional Information
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fix qk_layernorm for MegatronGPTModel
State: closed | Pull request: yes
Labels: name: stale

name: NLP

# What does this PR do ?

The `qk_layernorm` flag has not been set for `MegatronGPTModel`.

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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.

This PR was closed because it has been inactive for 7 days since being marked as stale.
Akoumparouli/nemo ux precision plugin refactor
State: closed | Pull request: yes
Labels: name: Run CICD

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# Additional Information
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Optionally disable logging in the data sampler to support predict_step
State: closed | Pull request: yes
Labels: name: Run CICD

Pytorch lightning's `predict_step` does not support logging on the module. This PR adds an option to the data sampler to disable logging which allows the predict step to work.

stopping this for now until our CI is out of maintenance 

Looks good, thanks! Can we clean up some of the old comments in the test script?