deepseek-ai/DeepSeek-Coder-V2-Lite-Instruct
text-generation model by deepseek-ai
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Model card & documentation
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API Platform | How to Use | License | Paper Link👁️ We present DeepSeek-Coder-V2, an open-source Mixture-of-Experts (MoE) code language model that achieves performance comparable to GPT4-Turbo in code-specific tasks. Specifically, DeepSeek-Coder-V2 is further pre-trained from an intermediate checkpoint of DeepSeek-V2 with additional 6 trillion tokens. Through this continued pre-training, DeepSeek-Coder-V2 substantially enhances the coding and mathematical reasoning capabilities of DeepSeek-V2, while maintaining comparable performance in general language tasks. Compared to DeepSeek-Coder-33B, DeepSeek-Coder-V2 demonstrates significant advancements in various aspects of code-related tasks, as well as reasoning and general capabilities. Additionally, DeepSeek-Coder-V2 expands its support for programming languages from 86 to 338, while extending the context length from 16K to 128K. In standard benchmark evaluations, DeepSeek-Coder-V2 achieves superior performance compared to closed-source models such as GPT4-Turbo, Claude 3 Opus, and Gemini 1.5 Pro in coding and math benchmarks. The list of supported programming languages can be found here. We release the…
Read the full model card ↗ · Preview checked 2026-11-01T19:58:50.846Z
Inside the original model card — Document outline
- DeepSeek-Coder-V2: Breaking the Barrier of Closed-Source Models in Code Intelligence
- 1. Introduction
- 2. Model Downloads
- 3. Chat Website
- 4. API Platform
- 5. How to run locally
- Inference with Huggingface's Transformers
- Code Completion
- Code Insertion
- Chat Completion
- Inference with vLLM (recommended)
- 6. License
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Model overview
deepseek-ai/DeepSeek-Coder-V2-Lite-Instruct is a text-generation model repository published by deepseek-ai on Hugging Face. The source reports the transformers library.
This page summarizes Hub metadata. For intended use, training data, evaluation results and limitations, consult the original model card.
Model facts
- Task
- text-generation
- Library
- transformers
- Recent downloads (30 days)
- 816,852
- Cumulative likes
- 669
- Hugging Face trending score
- 1
- Reported safetensors parameters
- 15,706,484,224
- Architecture
- DeepseekV2ForCausalLM
- License
- other
- Access
- Not gated by Hugging Face
- Created
- 2024-06-14T06:23:33.000Z
- Last modified
- 2024-07-03T05:16:11.000Z
Compatibility and lineage
Language coverage was not reported.
Base-model lineage was not included.
Parameter count is not a RAM/VRAM requirement. Check precision, quantization, context length and runtime compatibility in the model card; no hardware or API-cost claim is inferred here.
Use and evaluate
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Source and freshness
Source: Hugging Face Hub. Metadata observed 2026-10-12T06:41:19.060Z. Daily imports are snapshots, not real-time monitoring.
Popularity and source listings do not establish security, suitability, licensing rights or benchmark performance.