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DeepCoder-14B-Preview - AI Language Models Tool

Overview

DeepCoder-14B-Preview is a code-reasoning large language model fine-tuned from DeepSeek-R1-Distilled-Qwen-14B using distributed reinforcement learning (GRPO+) and iterative context lengthening. It targets improved long-context code generation and reasoning and reports competitive scores on LiveCodeBench; the model is released under the MIT License on Hugging Face.

Key Features

  • Fine-tuned from DeepSeek-R1-Distilled-Qwen-14B
  • Trained with distributed reinforcement learning (GRPO+)
  • Iterative context lengthening for extended context handling
  • Optimized for long-context code generation and reasoning
  • Competitive performance on LiveCodeBench and related benchmarks
  • Released under the MIT License on Hugging Face

Ideal Use Cases

  • Generate and complete long-source code files
  • Analyze and reason about multi-file codebases
  • Benchmarking and research on code LLM capabilities
  • Integrate into developer tooling for code assistance
  • Prototype code-based assistants under an MIT license

Getting Started

  • Open the Hugging Face model page: https://huggingface.co/agentica-org/DeepCoder-14B-Preview
  • Read the model card and licensing details
  • Follow repository or model card usage and API instructions
  • Test with representative long-context code prompts
  • Monitor outputs and adjust context length or prompt design

Pricing

No pricing information provided; model is available on Hugging Face under the MIT License.

Limitations

  • Preview release; functionality, availability, or performance may change
  • Pricing and hosting costs are not specified on the model page

Key Information

  • Category: Language Models
  • Type: AI Language Models Tool
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