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Description
Lens serves as the official fine-tuning service of Moondream, aimed at transforming a general vision-language model into a highly specialized tool for specific tasks. Users embark on a straightforward, organized process starting with the collection of a small dataset of images pertinent to their needs, followed by fine-tuning the model via an API using methods like supervised fine-tuning (SFT) or reinforcement learning. Finally, they can deploy their tailored model in the cloud or locally with Photon. This service is predicated on the notion that Moondream starts with a general model developed from extensive public data, and through fine-tuning, it is customized to grasp the specific products, documents, categories, or internal information that are vital to a business, thereby markedly enhancing accuracy and reliability in that field. Designed with production scenarios in mind, Lens empowers teams to achieve substantial improvements in accuracy with minimal data, effectively training the model to excel at a defined task. This innovative approach ensures that businesses can leverage cutting-edge technology while maintaining a focus on their unique requirements.
Description
Together AI offers a cloud platform purpose-built for developers creating AI-native applications, providing optimized GPU infrastructure for training, fine-tuning, and inference at unprecedented scale. Its environment is engineered to remain stable even as customers push workloads to trillions of tokens, ensuring seamless reliability in production. By continuously improving inference runtime performance and GPU utilization, Together AI delivers a cost-effective foundation for companies building frontier-level AI systems. The platform features a rich model library including open-source, specialized, and multimodal models for chat, image generation, video creation, and coding tasks. Developers can replace closed APIs effortlessly through OpenAI-compatible endpoints. Innovations such as ATLAS, FlashAttention, Flash Decoding, and Mixture of Agents highlight Together AI’s strong research contributions. Instant GPU clusters allow teams to scale from prototypes to distributed workloads in minutes. AI-native companies rely on Together AI to break performance barriers and accelerate time to market.
API Access
Has API
Yes
API Access
Has API
Yes
Integrations
DeepSWE
No
DeepSeek-V4-Pro
No
DeepSeek-V4.1-Flash
No
E2B
No
GLM-5.1
No
HoneyHive
No
Kimi K2.7 Code
No
LFM2
No
LLMetrics
No
LiteLLM
No
Integrations
DeepSWE
Yes
DeepSeek-V4-Pro
Yes
DeepSeek-V4.1-Flash
Yes
E2B
Yes
GLM-5.1
Yes
HoneyHive
Yes
Kimi K2.7 Code
Yes
LFM2
Yes
LLMetrics
Yes
LiteLLM
Yes
Pricing Details
$300 per month
Free Trial
No
Free Version
Yes
Pricing Details
$0.0001 per 1k tokens
Free Trial
No
Free Version
No
Deployment
Web-Based
Yes
On-Premises
No
iPhone App
No
iPad App
No
Android App
No
Windows
No
Mac
No
Linux
No
Chromebook
No
Deployment
Web-Based
Yes
On-Premises
No
iPhone App
No
iPad App
No
Android App
No
Windows
No
Mac
No
Linux
No
Chromebook
No
Customer Support
Business Hours
No
Live Rep (24/7)
No
Online Support
Yes
Customer Support
Business Hours
No
Live Rep (24/7)
No
Online Support
Yes
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
Yes
In Person
No
Types of Training
Training Docs
No
Webinars
No
Live Training (Online)
No
In Person
No
Vendor Details
Company Name
Moondream
Founded
2024
Country
United States
Website
moondream.ai/p/lens
Vendor Details
Company Name
Together AI
Founded
2022
Country
United States
Website
www.together.ai/
Product Features
Product Features
Artificial Intelligence
Chatbot
No
For Healthcare
No
For Sales
No
For eCommerce
No
Image Recognition
No
Machine Learning
No
Multi-Language
No
Natural Language Processing
No
Predictive Analytics
No
Process/Workflow Automation
No
Rules-Based Automation
No
Virtual Personal Assistant (VPA)
No
