Owner

NVIDIA-NeMo

24 indexed repositories · View on GitHub

Speech
A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Auto...

Python · 18473 stars
Guardrails
NeMo Guardrails is an open-source toolkit for easily adding programmable guardrails to LLM-based conversational systems.

Python · 7168 stars
Switchyard
Switchyard lets LLM applications route traffic across models and providers while preserving native OpenAI and Anthropic API compatibility...

Rust · 3163 stars
DataDesigner
🎨 NeMo Data Designer: Generate high-quality synthetic data from scratch or from seed data.

Python · 2242 stars
labs-OO-Agents
NVIDIA Object Oriented Agents: the Pythonic way to build AI Agents.

Python · 2212 stars
Nemotron
Developer Asset Hub for NVIDIA Nemotron — A one-stop resource for training recipes, usage cookbooks, datasets, and full end-to-end refere...

Jupyter Notebook · 2076 stars
RL
Scalable toolkit for efficient model reinforcement

Python · 2024 stars
Curator
Scalable data pre processing and curation toolkit for LLMs

Python · 1770 stars
Gym
Evaluate and improve models and agents using environments

Python · 1196 stars
labs-molt
An agentic-first RL framework for research (9k lines).

Python · 1118 stars
Skills
A project to improve skills of large language models

Python · 1040 stars
Automodel
🚀 Pytorch Distributed native training library for LLMs/VLMs with OOTB Hugging Face support

Python · 960 stars
Megatron-Bridge
Training library for Megatron-based models with bidirectional Hugging Face conversion capability

Python · 920 stars
ProRL-Agent-Server
Agentic RL on Any Harness at Scale

Python · 841 stars
Evaluator
Open-source library for scalable, reproducible evaluation of AI models and benchmarks.

Python · 341 stars
Emerging-Optimizers

Python · 274 stars
Run
A tool to configure, launch and manage your machine learning experiments.

Python · 258 stars
Anonymizer
🕵️ NeMo Anonymizer: Detect and protect PII through context-aware replacement and rewriting

Python · 122 stars
nemo-platform
Make the agents you ship faster, more accurate, and safer.

Python · 78 stars
Export-Deploy
A library for exporting models including NeMo and Hugging Face to optimized inference backends, and deploying them for efficient querying

Python · 42 stars
4 more repositories live on View on GitHub

Beginner friendly Everything

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qwen3_omni_moe adapter_config target_modules miss the thinker. namespace, so peft also adapts the talker Open

bug community-request

NVIDIA-NeMo/Automodel#3944 · 1 assignee · Opened Sep 19, 2026
[Bug] NativeJSON silently corrupts values outside the JSON data model Open

Difficulty 3/5 1-2 days Newbie friendliness 72/100

NVIDIA-NeMo/labs-OO-Agents#369 · Opened Sep 19, 2026
GLM-5.3-Flash: which Transformers version produced the published HF logit parity? Open

community-request

NVIDIA-NeMo/Automodel#3940 · 1 assignee · Opened Sep 18, 2026
nemotron-labs-voicechat-11b: Training data Open

community-request

Difficulty 5/5 Over a week Newbie friendliness 25/100

NVIDIA-NeMo/Speech#16286 · Opened Sep 18, 2026
[Bug] Generated MCP methods lose nullable and union JSON Schema types Open

Difficulty 4/5 3-5 days Newbie friendliness 65/100

NVIDIA-NeMo/labs-OO-Agents#367 · Opened Sep 18, 2026
Remove the unwired tool_avoidance harness metric Open

Difficulty 3/5 1-2 days Newbie friendliness 78/100

NVIDIA-NeMo/labs-OO-Agents#363 · 1 comment · Opened Sep 18, 2026
[Bug] Generation methods drop omitted Python default arguments from call context 🤖🤖🤖 Open

Difficulty 4/5 3-5 days Newbie friendliness 68/100

NVIDIA-NeMo/labs-OO-Agents#361 · Opened Sep 18, 2026
Rewrite quality checks allow grammatically malformed generalizations Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 48/100

NVIDIA-NeMo/Anonymizer#276 · Opened Sep 17, 2026
NOOA benchmarks, trace analysis, and harness optimization Open

area:agent area:evaluation dependency-CLU feature

NVIDIA-NeMo/Gym#3506 · 1 assignee · Opened Sep 17, 2026
Allow explicit input files in the all-in-one gym eval run flow Open

community-request

Difficulty 4/5 3-5 days Newbie friendliness 68/100

NVIDIA-NeMo/Gym#3501 · Opened Sep 17, 2026
gymnasium_agent: Reasoning Included in Past Conversation History Open

community-request

Difficulty 2/5 1-3 hours Newbie friendliness 84/100

NVIDIA-NeMo/Gym#3500 · Opened Sep 17, 2026
[vllm] Explore deprecation of local vLLM model Open

area:model

NVIDIA-NeMo/Gym#3498 · 1 assignee · Opened Sep 17, 2026
Persist allocation-local performance telemetry for Slurm runs and benchmarks Open

task

Difficulty 5/5 Over a week Newbie friendliness 42/100

NVIDIA-NeMo/DataDesigner#947 · Opened Sep 17, 2026
default_collater reshapes the caller's example tensors from [S] to [1, S] Open

community-request

NVIDIA-NeMo/Automodel#3933 · 1 assignee · Opened Sep 17, 2026
Decouple HTTP connection pool limits from max_parallel_requests at high concurrency Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 52/100

NVIDIA-NeMo/DataDesigner#946 · Opened Sep 17, 2026
RequestFairQueue selection cost grows with historical group activations Open

bug

Difficulty 3/5 1-2 days Newbie friendliness 76/100

NVIDIA-NeMo/DataDesigner#945 · Opened Sep 17, 2026
Support vLLM version 0.29.0 Open

NVIDIA-NeMo/Gym#3495 · 1 assignee · Opened Sep 17, 2026
VR200 container + tests run Open

PoR

Difficulty 4/5 3-5 days Newbie friendliness 35/100

NVIDIA-NeMo/Automodel#3930 · Opened Sep 17, 2026
Configure checkpoint saving behavior through YAML Open

community-request enhancement

Difficulty 4/5 3-5 days Newbie friendliness 55/100

NVIDIA-NeMo/Automodel#3928 · 2 comments · Opened Sep 17, 2026
[P0] Add paired with-skill/without-skill evaluation and comparison reporting Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

NVIDIA-NeMo/Gym#3480 · Opened Sep 17, 2026
[P0] Add assertion-level grading over complete rollout evidence Open

Difficulty 5/5 Over a week Newbie friendliness 30/100

NVIDIA-NeMo/Gym#3479 · Opened Sep 17, 2026
[P0] Support per-task working directories and fixture staging for coding-agent evaluations Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

NVIDIA-NeMo/Gym#3478 · Opened Sep 17, 2026
[P0] Run skill-enabled coding agents inside GPU-backed sandboxes Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

NVIDIA-NeMo/Gym#3477 · Opened Sep 17, 2026
Add an optional GLiNER classifier sidecar for custom routing Open

Difficulty 5/5 Over a week Newbie friendliness 38/100

NVIDIA-NeMo/Switchyard#735 · 1 comment · Opened Sep 17, 2026
bug: Presidio Sensitive Data Detection with custom recognizers cannot be called twice Open

bug status: needs triage

Difficulty 2/5 1-3 hours Newbie friendliness 84/100

NVIDIA-NeMo/Guardrails#2391 · Opened Sep 17, 2026
@strategy(...) silently no-ops on a function without an "..." body — should raise at definition time Open

Difficulty 2/5 1-3 hours Newbie friendliness 84/100

NVIDIA-NeMo/labs-OO-Agents#358 · Opened Sep 17, 2026
Clean metrics computation Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

NVIDIA-NeMo/Gym#3471 · 1 comment · Opened Sep 17, 2026
Sortformer splits one speaker into two when their distance to the mic changes Open

community-request waiting-on-maintainers

Difficulty 5/5 Over a week Newbie friendliness 30/100

NVIDIA-NeMo/Speech#16278 · Opened Sep 17, 2026
Milestone 7: validate migrated harnesses against DeepSWE Open

Difficulty 5/5 Over a week Newbie friendliness 30/100

NVIDIA-NeMo/Gym#3467 · Opened Sep 17, 2026
Milestone 6: validate migrated harnesses against SWE-bench Pro Open

Difficulty 4/5 3-5 days Newbie friendliness 48/100

NVIDIA-NeMo/Gym#3466 · Opened Sep 17, 2026
Milestone 5: agent server migration fan-out Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

NVIDIA-NeMo/Gym#3465 · Opened Sep 17, 2026
Milestone 4: standalone Hermes and SWE-bench Pro validation Open

NVIDIA-NeMo/Gym#3464 · 1 assignee · Opened Sep 17, 2026
Milestone 3: generalized taskset routing and rollout data path Open

NVIDIA-NeMo/Gym#3463 · 1 assignee · Opened Sep 17, 2026
Milestone 2: legacy compatibility processor Open

NVIDIA-NeMo/Gym#3462 · 1 assignee · Opened Sep 17, 2026
Milestone 1: shared interfaces and minimal taskset routing Open

NVIDIA-NeMo/Gym#3461 · 1 comment · 1 assignee · Opened Sep 17, 2026
test: add Megatron-backend variant of Gym token-capture recovery functional test Open

Feature

NVIDIA-NeMo/RL#4163 · 1 assignee · Opened Sep 17, 2026
Write an RFC for post-training with NOOA agents Open

area:training feature needs-design training

NVIDIA-NeMo/Gym#3459 · 1 assignee · Opened Sep 17, 2026
NOOA post-training readiness Open

area:agent area:training tracking training

NVIDIA-NeMo/Gym#3458 · 1 assignee · Opened Sep 17, 2026
Integrate NOOA with SWE Bench Pro Open

area:environment area:evaluation dependency-CLU env-integration feature

NVIDIA-NeMo/Gym#3455 · 1 assignee · Opened Sep 17, 2026
Implement a sandboxed NOOA runner for CLU Open

area:agent area:sandbox dependency-CLU feature

NVIDIA-NeMo/Gym#3456 · 1 assignee · Opened Sep 17, 2026
Produce evaluation results for NOOA agents with Nemotron 3.5 Open

area:agent area:evaluation dependency-CLU feature

NVIDIA-NeMo/Gym#3457 · 1 assignee · Opened Sep 17, 2026
Integrate NOOA with DeepSWE Open

area:environment area:evaluation dependency-CLU env-integration feature

NVIDIA-NeMo/Gym#3454 · 1 assignee · Opened Sep 17, 2026
CLU evaluations for NOOA agents Open

area:agent area:evaluation dependency-CLU tracking

NVIDIA-NeMo/Gym#3453 · 1 assignee · Opened Sep 17, 2026
Add the NOOA capability fixture and documentation Open

area:agent feature

NVIDIA-NeMo/Gym#3452 · 1 assignee · Opened Sep 17, 2026
Implement the NOOA rollout lifecycle Open

area:agent feature

NVIDIA-NeMo/Gym#3451 · 1 assignee · Opened Sep 17, 2026
Make vLLM patches fail loudly and detect drift on a vLLM bump Open

Automation Feature

NVIDIA-NeMo/RL#4155 · 1 assignee · Opened Sep 16, 2026
feat(routing): add a TypeSafe-backed classifier router Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

NVIDIA-NeMo/Switchyard#723 · 8 comments · 1 reaction · Opened Sep 16, 2026
Masked CE losses overwrite the caller's labels in place, zeroing a reused batch's loss Open

community-request waiting-on-maintainers

NVIDIA-NeMo/Automodel#3917 · 1 assignee · Opened Sep 16, 2026
glm5.3 flash RL validation and recipe Open

Documentation Feature

NVIDIA-NeMo/RL#4150 · 1 assignee · Opened Sep 16, 2026
Design: application-scoped LLM admission control Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

NVIDIA-NeMo/labs-OO-Agents#348 · Opened Sep 16, 2026

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