OpenCompress Reka Flash 3

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OpenCompress:

About

OpenCompress is an open source AI optimization layer designed to reduce the cost, latency, and token usage of large language model interactions by compressing both input prompts and generated outputs without significantly affecting quality. It works as a drop-in middleware that sits in front of any LLM provider, allowing developers to use models like GPT, Claude, Gemini, and others while automatically optimizing every request behind the scenes. It focuses on reducing token waste through a multi-stage pipeline that includes techniques such as code minification, dictionary aliasing, and structured compression of repeated content, enabling more efficient use of context windows and lowering computational overhead. It is model-agnostic and integrates seamlessly with any provider that supports an OpenAI-compatible API, meaning developers can adopt it without changing their existing workflows or infrastructure.
Reka Flash 3:

About

​Reka Flash 3 is a 21-billion-parameter multimodal AI model developed by Reka AI, designed to excel in general chat, coding, instruction following, and function calling. It processes and reasons with text, images, video, and audio inputs, offering a compact, general-purpose solution for various applications. Trained from scratch on diverse datasets, including publicly accessible and synthetic data, Reka Flash 3 underwent instruction tuning on curated, high-quality data to optimize performance. The final training stage involved reinforcement learning using REINFORCE Leave One-Out (RLOO) with both model-based and rule-based rewards, enhancing its reasoning capabilities. With a context length of 32,000 tokens, Reka Flash 3 performs competitively with proprietary models like OpenAI's o1-mini, making it suitable for low-latency or on-device deployments. The model's full precision requires 39GB (fp16), but it can be compressed to as small as 11GB using 4-bit quantization.
OpenCompress:

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
Reka Flash 3:

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
OpenCompress:

Audience

Developers and AI teams who want to reduce LLM costs and latency by automatically compressing prompts and responses without changing their existing workflows
Reka Flash 3:

Audience

Developers seeking an AI model for coding assistance, natural language understanding, and multimodal data processing in their applications
OpenCompress:

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported
Reka Flash 3:

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported
OpenCompress:

API

Offers API Supported
Reka Flash 3:

API

Offers API Not Supported
OpenCompress:

Screenshots and Videos

Reka Flash 3:

Screenshots and Videos

OpenCompress:

Pricing

Free
Free Version Supported
Free Trial Not Supported
Reka Flash 3:

Pricing

No information available.
Free Version Not Supported
Free Trial Not Supported
OpenCompress:

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
Reka Flash 3:

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
OpenCompress:

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported
Reka Flash 3:

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Supported
OpenCompress:

Company Information

OpenCompress
United States
www.opencompress.ai/
Reka Flash 3:

Company Information

Reka
Founded: 2022
United States
www.reka.ai/news/introducing-reka-flash
OpenCompress:

Alternatives

Reka Flash 3:

Alternatives

Smaug Flash

Smaug Flash

Abacus.AI
OpenCompress:
Reka Flash 3:
MiMo-V2.6-Flash

MiMo-V2.6-Flash

Xiaomi Technology
5.0 out of 5 stars
OpenCompress:
Reka Flash 3:
DeepSeek-V4.1-Flash-1017

DeepSeek-V4.1-Flash-1017

DeepSeek
5.0 out of 5 stars
OpenCompress:
UPX

UPX

UPX Cybersecurity
Reka Flash 3:
OpenCompress:
CompactifAI

CompactifAI

Multiverse Computing
Reka Flash 3:
OpenCompress:

Categories

Reka Flash 3:

Categories

AI Coding Models Supported
AI Models Supported
OpenCompress:

Integrations

Amazon SageMaker Supported
Claude Supported
Claude Code Supported
Claude Duet Supported
Claude for Legal Supported
Cohere Supported
DeepSeek Supported
Gemini Supported
Google Cloud Platform Supported
Grok Supported
Meta AI Supported
MiniMax Supported
Mistral AI Supported
Nexus Not Supported
OpenAI Supported
Qwen Supported
Space Not Supported
Reka Flash 3:

Integrations

Amazon SageMaker Not Supported
Claude Not Supported
Claude Code Not Supported
Claude Duet Not Supported
Claude for Legal Not Supported
Cohere Not Supported
DeepSeek Not Supported
Gemini Not Supported
Google Cloud Platform Not Supported
Grok Not Supported
Meta AI Not Supported
MiniMax Not Supported
Mistral AI Not Supported
Nexus Supported
OpenAI Not Supported
Qwen Not Supported
Space Supported
OpenCompress:
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Reka Flash 3:
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