Axolotl vs. Humanloop Comparison


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About Axolotl is an open source tool designed to streamline the fine-tuning of various AI models, offering support for multiple configurations and architectures. It enables users to train models, supporting methods like full fine-tuning, LoRA, QLoRA, ReLoRA, and GPTQ. Users can customize configurations using simple YAML files or command-line interface overrides, and load different dataset formats, including custom or pre-tokenized datasets. Axolotl integrates with technologies like xFormers, Flash Attention, Liger kernel, RoPE scaling, and multipacking, and works with single or multiple GPUs via Fully Sharded Data Parallel (FSDP) or DeepSpeed. It can be run locally or on the cloud using Docker and supports logging results and checkpoints to several platforms. It is designed to make fine-tuning AI models friendly, fast, and fun, without sacrificing functionality or scale.	About Eye-balling a few examples isn't enough. Collect end-user feedback at scale to unlock actionable insights on how to improve your models. Easily A/B test models and prompts with the improvement engine built for GPT. Prompts only get your so far. Get higher quality results by fine-tuning on your best data – no coding or data science required. Integration in a single line of code. Experiment with Claude, ChatGPT and other language model providers without touching it again. You can build defensible and innovative products on top of powerful APIs – if you have the right tools to customize the models for your customers. Copy AI fine tune models on their best data, enabling cost savings and a competitive advantage. Enabling magical product experiences that delight over 2 million active users.
Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Data scientists seeking a solution to fine-tune large language models across various architectures	Audience Businesses looking for an advanced AI Productivity solution
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported
API Offers API Not Supported	API Offers API Not Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing Free Free Version Supported Free Trial Not Supported	Pricing No information available. Free Version Not Supported Free Trial Not Supported
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software

Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported	Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported
Company Information Axolotl United States axolotl.ai/	Company Information Humanloop humanloop.com
Alternatives LLaMA-Factory hoshi-hiyouga	Alternatives Langfuse
Unsloth	Langtail
prompteasy.ai	vishwa.ai
FinetuneDB	Entry Point AI
Helix AI View All	OpenPipe View All
Categories AI Fine-Tuning Supported	Categories AI Fine-Tuning Supported AI Productivity Supported AI Tools Supported ChatGPT Apps Supported LLM Evaluation Supported Prompt Management Supported

Integrations Cerebras Supported Comet Supported DeepSpeed Supported Docker Supported Falcon Supported GPT-J Supported Hugging Face Supported Latitude Supported Llama Supported MLflow Supported MPT-7B Supported Nekton.ai Not Supported OpenPipe Supported Phi-2 Supported Pythia Supported Runpod Supported TensorWave Supported Weights & Biases Supported Workers by Delos Not Supported XGen Security Supported Show More Integrations View All 22 Integrations	Integrations Cerebras Not Supported Comet Not Supported DeepSpeed Not Supported Docker Not Supported Falcon Not Supported GPT-J Not Supported Hugging Face Not Supported Latitude Not Supported Llama Not Supported MLflow Not Supported MPT-7B Not Supported Nekton.ai Supported OpenPipe Not Supported Phi-2 Not Supported Pythia Not Supported Runpod Not Supported TensorWave Not Supported Weights & Biases Not Supported Workers by Delos Supported XGen Security Not Supported Show More Integrations View All 2 Integrations
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