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hermes-agent

github.com/NousResearch/hermes-agent

SkillAddedReview
axolotl

optional-skills/mlops/training/axolotl/SKILL.md

Axolotl: YAML LLM fine-tuning (LoRA, DPO, GRPO).

47

torchtitan

optional-skills/mlops/torchtitan/SKILL.md

Pretrain LLMs at scale with PyTorch 4D parallelism.

56

tensorrt-llm

optional-skills/mlops/tensorrt-llm/SKILL.md

High-throughput LLM inference on NVIDIA GPUs.

48

stable-diffusion

optional-skills/mlops/stable-diffusion/SKILL.md

Text-to-image generation, inpainting, and img2img.

56

slime

optional-skills/mlops/slime/SKILL.md

RL post-training for LLMs with Megatron and SGLang.

48

simpo

optional-skills/mlops/simpo/SKILL.md

Reference-free preference alignment, simpler than DPO.

55

saelens

optional-skills/mlops/saelens/SKILL.md

Train sparse autoencoders to interpret model features.

55

dspy

optional-skills/mlops/research/dspy/SKILL.md

DSPy: declarative LM programs, auto-optimize prompts, RAG.

49

qdrant

optional-skills/mlops/qdrant/SKILL.md

Vector search engine for production RAG systems.

53

pytorch-lightning

optional-skills/mlops/pytorch-lightning/SKILL.md

Clean training loops with built-in distributed support.

52

pytorch-fsdp

optional-skills/mlops/pytorch-fsdp/SKILL.md

Fully sharded data-parallel training for large models.

44

pinecone

optional-skills/mlops/pinecone/SKILL.md

Managed vector DB for production RAG and search.

50

peft

optional-skills/mlops/peft/SKILL.md

Fine-tune large LLMs with LoRA on limited GPU memory.

56

obliteratus

optional-skills/mlops/obliteratus/SKILL.md

OBLITERATUS: abliterate LLM refusals (diff-in-means).

51

nemo-curator

optional-skills/mlops/nemo-curator/SKILL.md

Curate LLM training data: dedupe, filter, PII redaction.

52

modal

optional-skills/mlops/modal/SKILL.md

Serverless GPU cloud for ML jobs and model APIs.

56

llava

optional-skills/mlops/llava/SKILL.md

Vision-language chat: VQA, captioning, image dialogue.

48

lambda-labs

optional-skills/mlops/lambda-labs/SKILL.md

On-demand GPU cloud instances for ML training.

46

instructor

optional-skills/mlops/instructor/SKILL.md

Structured LLM outputs validated with Pydantic.

48

outlines

optional-skills/mlops/inference/outlines/SKILL.md

Outlines: structured JSON/regex/Pydantic LLM generation.

57

huggingface-tokenizers

optional-skills/mlops/huggingface-tokenizers/SKILL.md

Fast BPE/WordPiece tokenization and custom vocab training.

59

guidance

optional-skills/mlops/guidance/SKILL.md

Constrain LLM output with grammars; guarantee valid JSON.

48

flash-attention

optional-skills/mlops/flash-attention/SKILL.md

Speed up long-sequence transformer training and inference.

57

faiss

optional-skills/mlops/faiss/SKILL.md

Fast vector similarity search at billion scale.

48

clip

optional-skills/mlops/clip/SKILL.md

Zero-shot image classification and image-text search.

54