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What is GoodTaco?
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What is DeepCoder?
DeepCoder, a fully open-source initiative for code reasoning and generation, has been created through a collaboration between the Agentica Project and Together AI. Built on the foundation of DeepSeek-R1-Distilled-Qwen-14B, it has been fine-tuned using distributed reinforcement learning techniques, achieving an impressive accuracy of 60.6% on LiveCodeBench, which represents an 8% improvement compared to its predecessor. This remarkable performance positions it competitively alongside proprietary models such as o3-mini (2025-01-031 Low) and o1, all while operating with a streamlined 14 billion parameters. The training process was intensive, lasting 2.5 weeks on a fleet of 32 H100 GPUs and utilizing a meticulously curated dataset comprising around 24,000 coding challenges obtained from reliable sources such as TACO-Verified, PrimeIntellect SYNTHETIC-1, and submissions to LiveCodeBench. Each coding challenge was required to include a valid solution paired with at least five unit tests to ensure robustness during the reinforcement learning phase. Additionally, DeepCoder employs innovative methods like iterative context lengthening and overlong filtering to effectively handle long-range contextual dependencies, allowing it to tackle complex coding tasks with proficiency. This distinctive approach not only enhances DeepCoder's accuracy and reliability in code generation but also positions it as a significant player in the landscape of code generation models. As a result, developers can rely on its capabilities for diverse programming challenges.
Media
No images available
Integrations Supported
Airtable
Claude Code
Codex CLI
Google Sheets
Jira
Model Context Protocol (MCP)
Smartsheet
Zendesk
API Availability
Has API
API Availability
Pricing Information
$9/month
The Free plan includes one app, one user and 1,000 signup credits, with no credit card required. Hobby costs $9/month per workspace and includes five apps and 900 monthly AI credits.
Free Version
Pricing Information
Free
Free Version
Supported Platforms
SaaS
Supported Platforms
Windows
Mac
On-Prem
Linux
Customer Service / Support
Web-Based Support
Customer Service / Support
Web-Based Support
Training Options
Not specified
Training Options
Documentation Hub
Company Facts
Organization Name
GoodTaco
Date Founded
2024
Company Location
United States
Company Website
goodtaco.ai
Company Facts
Organization Name
Agentica Project
Date Founded
2025
Company Location
United States
Company Website
agentica-project.com
Categories and Features
AI App Generators
Not specified
Categories and Features
AI Coding Models
Not specified
AI Models
Not specified