Fine Tuning Python Packages

peft

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

llama-index

LlamaIndex is the leading document agent and OCR platform

llama-index-core

LlamaIndex is the leading document agent and OCR platform

llama-index-instrumentation

LlamaIndex is the leading document agent and OCR platform

unsloth

Web UI for training and running open models like Gemma 4, Qwen3.6, DeepSeek, gpt-oss locally.

unsloth-zoo

Web UI for training and running open models like Gemma 4, Qwen3.6, DeepSeek, gpt-oss locally.

llama-index-legacy

LlamaIndex is the leading document agent and OCR platform

flyteidl

Dynamic, resilient AI orchestration. Coordinate data, models, and compute as you build AI workflows.

kubeflow

Universal Python SDK to run AI workloads on Kubernetes

dstack

Vendor-agnostic orchestration for training, inference and agentic workloads across NVIDIA, AMD, TPU, and Tenstorrent on clouds, Kubernetes, and bare metal.

bespokelabs-curator

Synthetic data curation for post-training and structured data extraction

kubeflow-training

Distributed AI Model Training and LLM Fine-Tuning on Kubernetes

llamafactory

Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)

mind-mem

v3.7.0 — Persistent, auditable, contradiction-safe memory for coding agents. HTTP/REST auth fail-closed by default. Cross-platform atomic rollback (Linux/macOS/Windows). 71 MCP tools, 17 AI clients, hybrid BM25+vector+RRF, mind-mem:4b (Ollama). LoCoMo 86.33 conv-0 (Mistral, +8.4 vs published).

adv-optm

A family of highly efficient, lightweight yet powerful optimizers.

axolotl

Go ahead and axolotl questions

rapidfireai

RapidFire AI: Rapid AI Customization from RAG to Fine-Tuning

openllm

Run any open-source LLMs, such as DeepSeek and Llama, as OpenAI compatible API endpoint in the cloud.

kubeflow-trainer-api

Distributed AI Model Training and LLM Fine-Tuning on Kubernetes

gpt-index

LlamaIndex is the leading document agent and OCR platform

soup-cli

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

lorax-client

Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs

litmodels

Save, load, host, and share AI model checkpoints without slowing down training. Host on Lightning AI or your own cloud with enterprise-grade access controls.

lightningrod-ai

Python SDK for dataset generation on LightningRod platform ⚡