Axolotl vs. Together AI 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 Together AI provides an AI-native cloud platform built to accelerate training, fine-tuning, and inference on high-performance GPU clusters. Engineered for massive scale, the platform supports workloads that process trillions of tokens without performance drops. Together AI delivers industry-leading cost efficiency by optimizing hardware, scheduling, and inference techniques, lowering total cost of ownership for demanding AI workloads. With deep research expertise, the company brings cutting-edge models, hardware, and runtime innovations—like ATLAS runtime-learning accelerators—directly into production environments. Its full-stack ecosystem includes a model library, inference APIs, fine-tuning capabilities, pre-training support, and instant GPU clusters. Designed for AI-native teams, Together AI helps organizations build and deploy advanced applications faster and more affordably.
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 Together AI is ideal for AI-native teams, researchers, and enterprises that require high-performance GPU infrastructure, frontier-scale model training, and cost-optimized inference at massive scale
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 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 $0.0001 per 1k tokens 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 Not Supported Webinars Not Supported Live Online Not Supported In Person Not Supported
Company Information Axolotl United States axolotl.ai/	Company Information Together AI Founded: 2022 United States www.together.ai/
Alternatives LLaMA-Factory hoshi-hiyouga	Alternatives Runpod
Unsloth	CoreWeave
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FinetuneDB	Replicate
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Categories AI Fine-Tuning Supported	Categories AI Cloud Providers Supported AI Development Supported AI Fine-Tuning Supported AI Inference Supported AI Infrastructure Supported Artificial Intelligence Supported Cloud GPU Supported LLM API Supported Prompt Engineering Supported

Integrations DeepSeek-V4 Not Supported GLM-5.1 Not Supported Gemma Supported Kimi K2.6 Not Supported Kimi K2.7 Code Not Supported LFM2 Not Supported LLM Gateway Not Supported LLMetrics Not Supported LlamaCoder Not Supported MPT-7B Supported Metorial Not Supported Mistral AI Supported Modal Supported Muse Spark Open Not Supported OpenWorker Not Supported Phi-2 Supported Qwen3.5 Not Supported Rebolt.ai Not Supported Weights & Biases Supported omp Not Supported Show More Integrations View All 22 Integrations	Integrations DeepSeek-V4 Supported GLM-5.1 Supported Gemma Not Supported Kimi K2.6 Supported Kimi K2.7 Code Supported LFM2 Supported LLM Gateway Supported LLMetrics Supported LlamaCoder Supported MPT-7B Not Supported Metorial Supported Mistral AI Not Supported Modal Not Supported Muse Spark Open Supported OpenWorker Supported Phi-2 Not Supported Qwen3.5 Supported Rebolt.ai Supported Weights & Biases Not Supported omp Supported Show More Integrations View All 56 Integrations
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