AI & LLM Engineering · By AlexAI-MCP

Capture Claude Code interaction trajectories in training-friendly formats.

AlexAI-MCP/hermes-CCC

Open-source embedding database for RAG — store embeddings, vector search, metadata filtering.

AlexAI-MCP/hermes-CCC

Facebook AI Similarity Search — ultra-fast vector similarity search for large-scale local embedding retrieval without a database server.

AlexAI-MCP/hermes-CCC

Optimize transformer attention with Flash Attention — 2-4x speedup, 10-20x memory reduction for long sequences on CUDA GPUs.

AlexAI-MCP/hermes-CCC

Expert guidance for GRPO/RL fine-tuning with TRL for reasoning and task-specific model training.

AlexAI-MCP/hermes-CCC

HuggingFace Hub — download models/datasets, upload artifacts, search, and manage tokens via CLI and Python API.

AlexAI-MCP/hermes-CCC

Structured LLM outputs with Instructor — Pydantic models as response schemas for OpenAI, Anthropic, and any OpenAI-compatible API.

AlexAI-MCP/hermes-CCC

Run quantized LLMs locally with llama.cpp — CPU+GPU inference, GGUF format, OpenAI-compatible server, and Python bindings.

AlexAI-MCP/hermes-CCC

Managed vector database for production RAG — serverless and pod-based deployment, hybrid search, namespaces, and metadata filtering.

AlexAI-MCP/hermes-CCC

High-performance vector search engine for production RAG — Rust-powered, horizontal scaling, hybrid dense+sparse search, metadata filtering.

AlexAI-MCP/hermes-CCC

Run Stable Diffusion locally with diffusers — text-to-image, img2img, inpainting, ControlNet, and SDXL.

AlexAI-MCP/hermes-CCC

Deploy and serve LLMs with vLLM — OpenAI-compatible inference server with PagedAttention, continuous batching, and quantization support.

AlexAI-MCP/hermes-CCC

OpenAI Whisper for speech recognition and transcription — local inference, multiple model sizes, language detection, and subtitle generation.

AlexAI-MCP/hermes-CCC