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fix the error:
ValueError: "max_utts" parameter is not supported for tarred datasets
Add a one line overview of what this PR aims to accomplish.
**Collection**: [Note which collection this PR will affect]
asr
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Fixes a bug where `consumed_samples` recorded in the checkpoint name was incorrect if the checkpoint was saved following validation.
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# Changelog
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Could not find a ressource to convert the .nemo mamba2 hybrid model to safestensors.
**Describe the solution you'd like**
A conversion script that allows converting to .safetensor format.
**Describe alternatives you've considered**
-I've seen that ... | {
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"I ended up also failing with the above Colab notebook \n```Requirement already satisfied: wget in /usr/local/lib/python3.10/dist-packages (3.2)\nReading package lists... Done\nBuilding dependency tree... Done\nReading state information... Done\nlibsndfile1 is already the newest version (1.0.31-2ubuntu0.1).\nffmpeg... | 2024-09-06T07:37:54 | 2024-12-10T02:25:42 | 2024-09-22T22:11:44 | NONE | {
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A clear and concise description of what the bug is.
Starting the first cell return the following error:
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Building wheels for collected packages: nemo_toolkit, causal-conv1d
Building wheel for nemo_toolkit (pyproject.toml) ... done
Created wheel for nemo... | {
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Release tags should start with `v` and not with `r`
**Collection**: [Note which collection this PR will affect]
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fix topk 1 -> 2
**Collection**: [Note which collection this PR will affect]
# Changelog
- Add specific line by line info of high level changes in this PR.
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This PR adds support of defining custom lightning profilers
**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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Add the interface and communication hooks for MCORE Distributed Optimizer and data-parallel communications
# Changelog
- Change the knob name from `overlap_param_sync` to `overlap_param_gather`
- Change the knob name from `delay_param_gather` to `align_param_gather`
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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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"LGTM. Thanks!"
] | 2024-09-05T20:20:23 | 2024-09-16T16:47:01 | 2024-09-16T16:46:59 | CONTRIBUTOR | {
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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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SFT and PEFT recipe that matches NeMo 1 configs
**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.
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Update MoE configs for perf
**Collection**: [llm]
# Changelog
- Add specific line by line info of high level changes in this PR.
# Usage
* You can potentially add a usage example below
```python
# Add a code snippet demonstrating how to use this
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"@marcromeyn I looked through current unit test. Seems like `test_trainer_parallelism_options` is included in `test_trainer` in `te... | 2024-09-05T06:04:04 | 2024-09-24T22:57:41 | 2024-09-24T22:57:41 | COLLABORATOR | {
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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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# Usage
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Add a one line overview of what this PR aims to accomplish.
**Collection**: [Note which collection this PR will affect]
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* You can potentially add a usage example below
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"@wittysam hello have you solved the problem im fa... | 2024-09-05T02:54:41 | 2024-11-28T06:37:27 | 2024-09-18T10:03:14 | NONE | {
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Continual training model: llama3-8b.nemo
if mcore_gpt set True，
why this files are need, how to find this tmp files?
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} | 🚀 PR to Bump `Dockerfile.ci`.
📝 Please remember the following to-do's before merge:
- [ ] Verify the presubmit CI
🙏 Please merge this PR only if the CI workflow completed successfully. | {
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# What does this PR do ?
Add a one line overview of what this PR aims to accomplish.
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1) make nemo2-ckpts self-contained https://github.com/NVIDIA/NeMo/pull/10351/files#diff-5fed9dcc17cd5128af7ed4f9228d37c1dcaa22bf052620cc0a59d196770d3acaR109 and https://github.com/NVIDIA/NeMo/pull/10351/files#diff-9d41499746a3f28bb941592bb19445c90a0baa974ee59c0c5c8d78eb6ec1db5bR31
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} | # What does this PR do ?
In bionemo we're exploring using [`uv`](https://docs.astral.sh/uv/) to handle pinning pypi dependencies in our docker builds. For this to work, we'll need to modernize some of the packaging for NeMo and mcore by adding `project` sections to their pyproject.toml files.
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"thanks for the explanations!"
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} | # What does this PR do ?
Remove the `apply_query_key_layer_scaling` in the GPT model configs.
This arg causes annoying issues with `NVTE_APPLY_QK_LAYER_SCALING`.
QK scaling is supposed to used for stability reason for certain models using the formula: `Q * K^T by 1 / layer-number`.
When using TE for attenti... | {
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Support LoRA in TensorRTMMExporter
**Collection**: [Note which collection this PR will affect]
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Implement tokenizer methods required by TRT-LLM
**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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Add a one line overview of what this PR aims to accomplish.
**Collection**: [Note which collection this PR will affect]
# Changelog
- Add specific line by line info of high level changes in this PR.
# Usage
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Refactor parsing flags for TensorRTLLM exporter
**Collection**: nlp
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- Add specific line by line info of high level changes in this PR.
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A future PR will iterate over all branches and call this workflow via `workflow_call` on a n... | {
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📝 Please remember the following to-do's before merge:
- [ ] Verify the presubmit CI
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**Collection**: audio
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**Collection**: [Note which collection this PR will affect]
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# Usage
* You can potentially add a usage example below
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Fix instrunct-pic2pic in NeMo CI, an issue caused by PTL update.
**Collection**: [multimodal]
# Changelog
- Add specific line by line info of high level changes in this PR.
# Usage
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} | # What does this PR do ?
Change flags in `export_to_trt_llm.py` according to [Update TRTLLM 0.12 #10215](https://github.com/NVIDIA/NeMo/pull/10215).
**Collection**: nlp
# Changelog
- Add specific line by line info of high level changes in this PR.
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"Hi, today I changed the other two audios by using the same code and it worked. The duration of these two audios are 29.131020408163266s and 17.04204081632653s respectively. And the duration of the failed one is 29.861043083900228s. All of these three audios are WAV format. I don't know what happened, could anyone ... | 2024-09-02T10:53:29 | 2024-09-03T03:38:27 | 2024-09-03T03:38:26 | NONE | {
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(base) root@auto... | {
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"This issue was closed because it has been inactive for 7 days since being marked as stale."
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} | null | null | null | Could someone please share the details on how to properly set up the Gemma2 pre-training? Many thanks in advance! :)
The SFT scripts are performing well (training loss < 3), but the pre-training loss is extremely high (training loss > 20).
### Experiments
The following experiments are running with the same docker `nv... | {
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📝 Please remember the following to-do's before merge:
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🙏 Please merge this PR only if the CI workflow completed successfully. | {
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"I got the same bug ",
"When I comment 339-342 lines in \n.local/lib/python3.10/site-packages/nemo/collections/asr/parts/utils/asr_confidence_utils.py\nthe script works.\n```\n # OmegaConf.structured ensures that post_init check is always executed\n #confidence_cfg = OmegaConf.structured(\n #... | 2024-09-01T06:05:04 | 2024-09-23T11:39:26 | 2024-09-23T11:39:26 | NONE | {
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I met a strange issue.
After training of new model I am unable to rut it on other machines.
I am getting next error, meanwhile I can run it in the original machine without problem.
Could you advise me? I failed to find any useful information in Internet.
Thank you in advance!
```
[NeMo E 2024-09-01 06:45:5... | {
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"Yeah it works in the newest container."
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**Describe the bug**
I'm trying to convert LLama3.1-8b nemo checkpoint into huggingface checkpoint using convert_llama_nemo_to_hf.py script. It's giving ``ValueError: `rope_scaling` must be a dictionary... | {
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"Closed in favor of https://github.com/NVIDIA/NeMo/pull/10242"
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Add option to not generate attention mask for `MockGPTDataset`. It leads to dataloader issue when sequence length is long, e.g. 64k.
**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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"Will model weights be open after merge?",
"> Will model weights be open after merge?\r\n\r\n@sphmel Yes we will opensource the checkpoints as well, after PR is merged",
"@stevehuang52 PR is merged! Are checkpoints, and any usage guide available now? I can not find in docs, and this repo",
"Hi @sphmel, the do... | 2024-08-30T21:01:25 | 2024-12-16T15:10:11 | 2024-10-04T21:25:37 | COLLABORATOR | {
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Add NEST SSL to main
# Change Log
- Add NEST model, dataset and related modules.
- Add support for assigning dataset names via setting `validation_ds.name=[val1,val2]` in hydra (`model_utils.py`).
- Add support for validating with speaker verification metric (EER) in `label_models.py... | {
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"@BoxiangW McoreDistributedOptimizer is a NeMo class not an Mcore class, and will hold whatever optimizer mcore returns as an attribute, would there b... | 2024-08-30T19:53:46 | 2024-08-31T00:26:18 | 2024-08-31T00:26:17 | MEMBER | {
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**Collection**: [Note which collection this PR will affect]
# Changelog
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# Usage
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Removes dependency on Apex when using virtual pipeline parallel
**Collection**: [Note which collection this PR will affect]
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} | # What does this PR do ?
Fixes Device assertion error with transducer models when using partial_transcribe_audio
**Collection**: ASR
# Changelog
- move cpu only for logprobs case.
# Usage
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} | # What does this PR do ?
Enabling user to pass arguments in [nemo_export.py](https://github.com/NVIDIA/NeMo/blob/main/tests/export/nemo_export.py) to `TensorRT-LLM.export` as the build API is constantly changing and besides some parameters needs to be set on per-model basis.
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The same changes as https://github.com/NVIDIA/NeMo/pull/10288, but different target branch.
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"This PR was closed because it has been inactive for 7 days since being marked as stale.",
"This PR is stale because it has been open for 14 days with no activity.... | 2024-08-30T05:34:25 | 2025-01-01T02:03:44 | 2025-01-01T02:03:43 | NONE | {
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} | # What does this PR do ?
- Voicebox implementation & training
- Speech editing & zero-shot TTS with Voicebox
- Evaluate RealEdit generated by Voicebox
**Collection**: tts
# Changelog
- Add voicebox model in `nemo/collections/tts/models/voicebox.py`
- Create `scripts/voicebox_edit/test_edit.py` for speech ... | {
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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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"This issue is stale because it has been open for 30 days with n... | 2024-08-29T22:29:38 | 2024-10-25T01:59:32 | 2024-10-25T01:59:32 | NONE | {
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I am trying to finetune the OPT-13b model and getting nan loss at step=4 with following configuration.
PP=4
TP=4
MBS=4
Batch size=128
Running model less than or equal to 7b parameters with above configuration works fine.
What could be the issue and How can I fix it?
A clear and concise descript... | {
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**Collection**: ASR
# Changelog
- enable `trust_remote_code` by default for HF Datasets
# Before your PR is "Ready for review"
**Pre checks**:
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Co-authored:
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Change condition to check for cache-aware encoder
**Collection**: ASR
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} | # What does this PR do ?
Updating PTQ workflow for the latest stack.
**Collection**: [Note which collection this PR will affect]
# Changelog
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# Usage
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"> Where is the model checkpoint?\r\n\r\nThe checkpoint is currently undergoing legal review. We will provide an ETA when we are closer to finishing our publication review process.",
"[🤖]: Hi @Edresson 👋,\n\nWe wanted to let you know that a [CICD pipeline](https://github.com/... | 2024-08-29T14:13:33 | 2024-10-10T15:02:29 | 2024-10-10T15:02:27 | COLLABORATOR | {
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# Changelog
- Add a WavLM-based discriminator which improves the performance of the codec in low bitrate scenario
- Add config files to training 22khz NeMo Speech Co... | {
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Quick-fix for pytorch update
**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
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# Add a code snippet demonstrating how to use this
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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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Add ModelOpt transformer model pruning example for Llama3 model
**Collection**: [Note which collection this PR will affect]
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Work in progress Neva's update to NeMo 2.0. In this PR we will support NeMo pretrain and fine-tuning as NeMo 1.0.
**Collection**: [multimodal, vlm]
# Changelog
- Add mock data modules
- Re-write lazy dataset modules for conversational llava like dataset
- Rebase the implementation ... | {
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} | cherry-pick of #9852
# What does this PR do ?
Add a one line overview of what this PR aims to accomplish.
**Collection**: [Note which collection this PR will affect]
# Changelog
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# Usage
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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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} | # What does this PR do ?
A simple script working as an example and test script to do multimodal model export and inference
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# Changelog
- Add specific line by line info of high level changes in this PR.
# Usage
* You can potentially add a usage example below
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} | # What does this PR do ?
Fix import of CTCDecodingConfig
**PR Type**:
- [ ] New Feature
- [x] Bugfix
- [ ] Documentation
# Additional Information
* Related to #8745
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As described in the title, error when launching the fine tuning script in [Here](https://github.com/NVIDIA/NeMo/blob/main/tutorials/llm/mamba/mamba.rst#run-fine-tuning)
**Steps/Code to reproduce bug**
Please list *minimal* steps or code snippet for us to be able to reproduce the bug.
A helpful... | {
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Fixes the import of CTCDecodingConfig which is located in ctc_decoding
**Collection**: [Note which collection this PR will affect]
# Changelog
- Fixed import
# Usage
* You can potentially add a usage example below
```python
# Add a code snippet demonstrating how to use this
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"This issue is stale because it has been open for 30 days with no activity. Remove stale label or comment or this will be closed in 7 days.",
"This issue was closed because it has been inactive for 7 days since being marked as stale.",
"Hi. Neither NeMo ASR models nor NeMo diarization natively support confidenc... | 2024-08-28T10:18:15 | 2024-10-10T22:54:05 | 2024-10-06T02:02:37 | NONE | {
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the function at
nemo>collections>asr>parts>utils>diarization_utils.py `
def convert_word_dict_seq_to_ctm(
word_dict_seq_list: List[Dict[str, float]], uniq_id: str = 'null', decimals: int = 3
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} | # What does this PR do ?
MoE requires SP disabled when TP disabled.
**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
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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
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"Hello, I have also encountered this bug. I am referring to the documentation here: [NeMo Framework PEFT with Llama2, Mixtral-8x7B, and Nemotron 4 340B](https://docs.nvidia... | 2024-08-28T02:58:44 | 2024-12-02T02:06:16 | 2024-12-02T02:06:15 | NONE | {
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I was training to run sft based on Mixtral-8x7B-instruct model with tensor parallel size=4 (sequence parallel=True) and LoRA (target modules =[all]).
It reports that the output dims of original module and the corresponding lora adapter module is not matched so they cannot be added together.
**S... | {
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} | # What does this PR do ?
Adds option to selectively load part of the `TrainerContext`. So for eg, if you want to just load the model's config, you can do `load_context("path/to/io.json", subpath="model.config")`.
# Changelog
- Add specific line by line info of high level changes in this PR.
# Usage
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📝 Please remember the following to-do's before merge:
- [x] Verify the presubmit CI
🙏 Please merge this PR only if the CI workflow completed successfully. | {
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"This issue was closed because it has been inactive for 7 days since being marked as stale."
] | 2024-08-27T23:10:50 | 2024-10-04T01:58:50 | 2024-10-04T01:58:49 | NONE | {
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} | null | null | null | In your transcribe_text.py script you need to allow a user to save the .json file that contains the transcription wherever they want, but at least in the directory in which the script is run...Currently, it saves it to some temp directory.
```
# After this line:
logging.info(f"Finished writing predictions to {output_f... | {
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"This issue is stale because it has been open for 30 days with no activity. Remove stale label or comment or this will be closed in 7 days.",
"This issue was closed because it has been inactive for 7 days since being marked as stale.",
"You can choose the channel with https://github.com/NVIDIA/NeMo/blob/c9c4bee... | 2024-08-27T23:04:51 | 2024-10-10T21:07:37 | 2024-10-04T01:58:51 | NONE | {
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} | null | null | null | In your ```transcribe_utils.py``` script you need to be prepared when audio files are in stereo or other channels as well.
You can use ```pydub``` but I prefer to use ```soundfile```. Either way, you need to be able to handle a wide variety of file formats and channels and gracefully convert them - even temporarily i... | {
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"This issue was closed because it has been inactive for 7 days since being marked as stale."
] | 2024-08-27T22:22:12 | 2024-10-04T01:58:52 | 2024-10-04T01:58:52 | NONE | {
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} | null | null | null | In the ```exp_manager.py``` script, you need to change the line that reads
```rank_termination_signal: signal.Signals = signal.SIGKILL```
to...
```rank_termination_signal: signal.Signals = signal.SIGTERM if os.name == 'nt' else signal.SIGKILL```
That way it will work on Windows.
You're welcome. | {
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"Thank you @ko3n1g, I think I'll need a few tries to get my test working correctly, so I made this a draft. Apologies for the trouble, will let you know once it's ready.",
"[🤖]: Hi @akoumpa 👋,\n\nI just wanted to let you know that, you know, a [CICD pipeline](https://github.com/NVIDIA/NeMo/actions/runs/11064116... | 2024-08-27T21:10:59 | 2024-09-27T07:20:41 | 2024-09-27T07:20:40 | MEMBER | {
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} | # What does this PR do ?
Add a one line overview of what this PR aims to accomplish.
**Collection**: [Note which collection this PR will affect]
# Changelog
- Add specific line by line info of high level changes in this PR.
# Usage
* You can potentially add a usage example below
```python
# Add a cod... | {
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"merged_at": "2024-08-29T19:32:51"
} | # What does this PR do ?
Add a one line overview of what this PR aims to accomplish.
**Collection**: [Note which collection this PR will affect]
# Changelog
- Add specific line by line info of high level changes in this PR.
# Usage
* You can potentially add a usage example below
```python
# Add a cod... | {
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"It's been removed already from HF utils in NeMo. "
] | 2024-08-27T20:52:59 | 2024-09-07T02:21:56 | 2024-09-07T02:21:56 | NONE | {
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} | null | null | null | Your usage of ModelFilter and possibly "DatasetFilter" from the ```huggingface_hub``` library is out of date. Apparently those were removed in this here:
https://github.com/huggingface/huggingface_hub/commit/bb38f9422cb88ba02694c87fb5979cc48ecef8a0#diff-1b045ed2e860a78218b3501b6b8df1f5609c493c1e2fa16769486fb020f7c164... | {
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