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📖 The AI Tool Bible

AI LoRA adapter builder

Editorial picks for "lora adapter".

10 tools

All Fine-tuning
IBM watsonx preview image
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IBM watsonx

Agents · IBM Granite (3.x, Code, Time Series), Meta Llama 3.x, Mistral, plus other curated open models
8.6

Enterprise AI platform for building, deploying, and governing models and agents

Enterprise· watsonx.ai has a free tier on IBM Cloud with limited tokens; paid usage is metered per 1M tokens by model family (Granite, Llama, Mistral, etc.). watsonx.governance and watsonx.data are quoted per environment. Enterprise deals via IBM sales; on-prem/Cloud Pak for Data is separately licensed.Enterprise RAG chatbot over private documentsCustomer service agents with guardrails
Unsloth preview image
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Unsloth

Fine-tuning · Llama, Mistral, Gemma, Qwen, GLM (multi-model)
8.2

Open-source LLM fine-tuning toolkit with custom kernels that train 2-30x faster and use up to 90% less VRAM.

Freemium· Free open-source; Pro and Enterprise contact saleslora-finetuningqlora
Fireworks AI preview image
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Fireworks AI

Fine-tuning · Multi-model (DeepSeek, Qwen, GLM, Kimi, Gemma, Minimax, others)
7.9

Production inference and fine-tuning platform for open-source LLMs, tuned for speed and enterprise economics.

Freemium· Free signup credits; pay-per-token from ~$0.14/M in; enterprise reserved capacity on requestllm-fine-tuningserverless-inference
CogVideoX preview image
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CogVideoX

Video · CogVideoX / CogVideoX1.5 (diffusion transformer)
7.3

Open-source text-to-video and image-to-video diffusion transformer from Zhipu AI, runnable on consumer GPUs.

Free· Open-source weights; commercial API via bigmodel.cntext-to-videoimage-to-video
Cognee preview image
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Cognee

RAG · Multi-model (Claude, OpenAI, others)
7.2

Open-source graph-memory layer that gives AI agents persistent, queryable context across sessions.

Freemium· Hobby free (1M tokens/mo); Growth $5/workspace/mo + token usage; Enterprise customagent-memoryknowledge-graphs
ElizaOS preview image
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ElizaOS

Agents · Multi-model (BYO via plugins)
7.1

Open-source agentic OS for building and orchestrating multi-agent swarms across Discord, Telegram, X, and onchain.

Free· Free, open-source (self-hosted); bring your own model API keysmulti-agent-swarmssocial-bots
Bolt.new preview image
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Bolt.new

Coding · Automatic multi-model routing (Bolt Agent selects frontier models per task; Anthropic Claude family is the primary code generator, with additional models used for planning and edits)

Prompt, run, edit, and deploy full-stack web apps from a browser tab

Freemium· Free: $0 · Pro: $25 · Teams: $30 · Enterprise: CustomLanding page generationSaaS MVP prototyping
ComfyUI preview image
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ComfyUI

Image Generation · Model-agnostic; runs Stable Diffusion, SDXL, SD3, Flux, HunyuanVideo, LTX-Video, Wan, Mochi and most open-weight diffusion checkpoints

Professional Control of Visual AI

Freemium· STANDARD: $20/month · CREATOR: $35/month · PRO: $100/month · TEAM: $700/monthStable Diffusion and Flux image generationControlNet-guided composition
Language Model Builder preview image
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Language Model Builder

Fine-tuning · In-house small transformer models trained by the user; exports to safetensors

Learn how LLMs work by building one on your Mac

Free· Free macOS download. No account, subscription, or fees. Mac App Store version listed as coming soon.Learn transformer internals hands-onPre-train a small language model locally
MCP Filesystem Server logo

MCP Filesystem Server

MCP Servers

Reference MCP server that gives Claude, Cursor, and other MCP clients scoped read/write access to your local filesystem.

Free· Free and open source (MIT). Self-hosted; no vendor cost.Give Claude Desktop scoped access to a code repoLet Cursor or VS Code agents edit project files via MCP