Axolotl vs. Sync Comparison


Axolotl	Sync Sync Computing	+	+
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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 Sync Computing offers Gradient, an AI-powered compute optimization engine designed to enhance data infrastructure efficiency. By leveraging advanced machine learning algorithms developed at MIT, Gradient provides automated optimization for organizations running data workloads on cloud-based CPUs or GPUs. Users can achieve up to 50% cost savings on their Databricks compute expenses while consistently meeting runtime service level agreements (SLAs). Gradient's continuous monitoring and fine-tuning capabilities ensure optimal performance across complex data pipelines, adapting seamlessly to varying data sizes and workload patterns. The platform integrates with existing data tools and supports multiple cloud providers, offering a comprehensive solution for managing and optimizing data infrastructure.
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 Sync Computing is designed for data teams, cloud architects, and organizations seeking to optimize cloud-based data infrastructure for cost efficiency and performance
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 No information available. Free Version 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 Sync Computing Founded: 2019 United States synccomputing.com
Alternatives LLaMA-Factory hoshi-hiyouga	Alternatives Pipeshift
Unsloth	Ilus AI
prompteasy.ai	NVIDIA Run:ai NVIDIA
FinetuneDB	Gradient
Helix AI View All	SiliconFlow View All
Categories AI Fine-Tuning Supported	Categories AI Fine-Tuning Supported Cloud Management Supported Cluster Management Supported

Integrations Amazon Web Services (AWS) Not Supported Apache Spark Not Supported Cerebras Supported Comet Supported Docker Supported Falcon Supported GPT-J Supported Gemma Supported Hugging Face Supported Latitude Supported Llama Supported MLflow Supported Mistral AI Supported Modal Supported Phi-2 Supported Pythia Supported Runpod Supported TensorWave Supported Weights & Biases Supported XGen Security Supported Show More Integrations View All 22 Integrations	Integrations Amazon Web Services (AWS) Supported Apache Spark Supported Cerebras Not Supported Comet Not Supported Docker Not Supported Falcon Not Supported GPT-J Not Supported Gemma Not Supported Hugging Face Not Supported Latitude Not Supported Llama Not Supported MLflow Not Supported Mistral AI Not Supported Modal Not Supported Phi-2 Not Supported Pythia Not Supported Runpod Not Supported TensorWave Not Supported Weights & Biases Not Supported XGen Security Not Supported Show More Integrations View All 3 Integrations
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