Hermes Agent

Hermes Skills

Every skill in the official Hermes Agent catalog, written up from the documentation, alongside the skills published as open-source repositories.

Explore guides

Skills that ship with Hermes Agent or install into it, each written up from the official documentation with its commands reproduced unchanged.

Showing theMLOpsfolder from the Hermes docs
Evaluating Llms Harnessv1.0.1#Evaluation#LM Evaluation Harness

lm-eval-harness: benchmark LLMs (MMLU, GSM8K, etc.).

MLOpsBundled
Huggingface Hubv1.0.1

HuggingFace hf CLI: search/download/upload models, datasets.

MLOpsBundled
Llama Cppv2.1.2#llama.cpp#GGUF

llama.cpp local GGUF inference + HF Hub model discovery.

MLOpsBundled
Serving Llms Vllmv1.0.1#vLLM#Inference Serving

vLLM: high-throughput LLM serving, OpenAI API, quantization.

MLOpsBundled
Weights And Biasesv1.0.1#MLOps#Weights And Biases

W&B: log ML experiments, sweeps, model registry, dashboards.

MLOpsBundled
Axolotlv1.0.0#Fine-Tuning#Axolotl

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

MLOpsOptional
Chromav1.0.0#RAG#Chroma

Embedding database for RAG and semantic search.

MLOpsOptional
Clipv1.0.0#Multimodal#CLIP

Zero-shot image classification and image-text search.

MLOpsOptional
Distributed Llm Pretraining Torchtitanv1.0.1#Model Architecture#Distributed Training

Pretrain LLMs at scale with PyTorch 4D parallelism.

MLOpsOptional
Dspyv1.0.0#Prompt Engineering#DSPy

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

MLOpsOptional
Faissv1.0.0#RAG#FAISS

Fast vector similarity search at billion scale.

MLOpsOptional
Fine Tuning With Trlv1.0.1#Post-Training#TRL

TRL: SFT, DPO, GRPO, RLOO reward modeling for LLM RLHF.

MLOpsOptional
Guidancev1.0.1#Prompt Engineering#Guidance

Constrain LLM output with grammars; guarantee valid JSON.

MLOpsOptional
Huggingface Acceleratev1.0.1#Distributed Training#HuggingFace

Run PyTorch training across GPUs with minimal changes.

MLOpsOptional
Huggingface Tokenizersv1.0.0#Tokenization#HuggingFace

Fast BPE/WordPiece tokenization and custom vocab training.

MLOpsOptional
Instructorv1.0.0#Prompt Engineering#Instructor

Structured LLM outputs validated with Pydantic.

MLOpsOptional
Lambda Labs Gpu Cloudv1.0.0#Infrastructure#GPU Cloud

On-demand GPU cloud instances for ML training.

MLOpsOptional
Llavav1.0.0#LLaVA#Vision-Language

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

MLOpsOptional
Modal Serverless Gpuv1.0.1#Infrastructure#Serverless

Serverless GPU cloud for ML jobs and model APIs.

MLOpsOptional
Nemo Curatorv1.0.1#Data Processing#NeMo Curator

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

MLOpsOptional
Obliteratusv2.0.0#Abliteration#Uncensoring

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

MLOpsOptional
Optimizing Attention Flashv1.0.1#Optimization#Flash Attention

Speed up long-sequence transformer training and inference.

MLOpsOptional
Outlinesv1.0.1#Prompt Engineering#Outlines

Outlines: structured JSON/regex/Pydantic LLM generation.

MLOpsOptional
Peft Fine Tuningv1.0.0#Fine-Tuning#PEFT

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

MLOpsOptional