Sync

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
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

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
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

Free
Free Version
Free Trial

Pricing

No information available.
Free Version
Free Trial

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
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

Axolotl
United States
axolotl.ai/

Company Information

Sync Computing
Founded: 2019
United States
synccomputing.com

Alternatives

LLaMA-Factory

LLaMA-Factory

hoshi-hiyouga

Alternatives

Categories

Categories

Integrations

Amazon Web Services (AWS)
Apache Spark
Cerebras
Comet
Databricks
DeepSpeed
Docker
Falcon
GPT-J
Gemma
Hugging Face
Llama
MLflow
MPT-7B
OpenPipe
Phi-2
Pythia
Runpod
TensorWave
XGen Security

Integrations

Amazon Web Services (AWS)
Apache Spark
Cerebras
Comet
Databricks
DeepSpeed
Docker
Falcon
GPT-J
Gemma
Hugging Face
Llama
MLflow
MPT-7B
OpenPipe
Phi-2
Pythia
Runpod
TensorWave
XGen Security
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Claim Axolotl and update features and information
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