Automodel

Python Medium

NVIDIA-NeMo/Automodel

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423 stars
121 forks
21 open issues
Active Apr 2026

Beginner-Friendly Issues 21

Issues tagged for new contributors

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(small) package deprecation
#1722 · Apr 7, 2026
Medium
enhancement good first issue
Add optimized DSA kernels for GLM 5/5.1, DSv3.2
#1715 · Apr 7, 2026
Medium
enhancement
Correctness issue when Gemma4 E2B/E4B models (KV-sharing models) training has activation_checkpointing enabled
#1705 · Apr 7, 2026
Medium
bug
Support Qwen-Image finetune (T2I)
#1700 · Apr 6, 2026
Medium
enhancement good first issue
Remove separate moe_mesh references after https://github.com/NVIDIA-NeMo/Automodel/pull/1684
#1699 · Apr 6, 2026
Medium
enhancement
Training instability: Periodic loss fluctuations and sinusoidal grad_norm patterns in Llama 3.2 (1B/500M) pre-training
#1679 · Apr 4, 2026
Medium
bug community-request
examples/vlm_finetune/qwen3_5/qwen3_5_4b.yaml fails with type mismatch error
#1677 · Apr 3, 2026
Medium
bug
Skypilot + k8s tutorial
#1663 · Apr 2, 2026
Medium
enhancement good first issue
YAML linter
#1643 · Apr 1, 2026
Medium
enhancement good first issue
Support reasoning_content and tool calling in openai message format dataset
#1640 · Mar 31, 2026
Medium
enhancement
workaround required for padding_mask
#1639 · Mar 31, 2026
Medium
bug good first issue
bug: _keep_in_fp32_modules causes dtype mismatch with LoRA when using Float32RMSNorm
#1632 · Mar 31, 2026
Medium
bug community-request
Integrate Gram Newton Schulz for Muon
#1629 · Mar 30, 2026
Medium
enhancement
Switch to/Support pydantic for configuration
#1603 · Mar 24, 2026
Medium
enhancement
Add memory calculator to estimate GPU memory requirements for a given model configuration
#1592 · Mar 22, 2026
Medium
Support NemoClaw 🦞
#1568 · Mar 17, 2026
Medium
enhancement
gpt-oss single-gpu PEFT fails with type-mismatch error
#1540 · Mar 12, 2026
Medium
bug ckpt
Update TE GroupedLinear to use single parameter mode
#1538 · Mar 12, 2026
Medium
enhancement
QAD support
#1516 · Mar 10, 2026
Medium
enhancement
MPT support for Qwen3.5 MoE model
#1503 · Mar 9, 2026
Medium
enhancement community-request
Finetune DeepSeek V3
#1496 · Mar 9, 2026
Medium
bug community-request

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