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DeepCoder 14B Preview by agentica-org

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  Autotrain compatible Base model:deepseek-ai/deepsee... Base model:finetune:deepseek-a...   Conversational   Dataset:likaixin/taco-verified Dataset:livecodebench/code gen... Dataset:primeintellect/verifia...   En   Endpoints compatible   Qwen2   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/agentica-org/DeepCoder-14B-Preview 

DeepCoder 14B Preview Benchmarks

LLME Score: 0.32779
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
DeepCoder 14B Preview (agentica-org/DeepCoder-14B-Preview)
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DeepCoder 14B Preview Parameters and Internals

LLM NameDeepCoder 14B Preview
Repository 🤗https://huggingface.co/agentica-org/DeepCoder-14B-Preview 
Base Model(s)  DeepSeek R1 Distill Qwen 14B   deepseek-ai/DeepSeek-R1-Distill-Qwen-14B
Model Size14b
Required VRAM59.1 GB
Updated2025-10-16
Maintaineragentica-org
Model Typeqwen2
Model Files  4.8 GB: 1-of-12   5.0 GB: 2-of-12   4.9 GB: 3-of-12   5.0 GB: 4-of-12   4.9 GB: 5-of-12   5.0 GB: 6-of-12   4.9 GB: 7-of-12   5.0 GB: 8-of-12   4.9 GB: 9-of-12   5.0 GB: 10-of-12   4.9 GB: 11-of-12   4.8 GB: 12-of-12
Supported Languagesen
Model ArchitectureQwen2ForCausalLM
Licensemit
Context Length131072
Model Max Length131072
Transformers Version4.47.1
Tokenizer ClassLlamaTokenizer
Padding Token<｜end▁of▁sentence｜>
Vocabulary Size152064
Torch Data Typefloat32

Quantized Models of the DeepCoder 14B Preview

Model
Likes
Downloads
VRAM
DeepCoder 14B Preview 4bit210798 GB
DeepCoder 14B Preview 8bit32315 GB

Best Alternatives to DeepCoder 14B Preview

Best Alternatives
Context / RAM
Downloads
Likes
Qwen2.5 14B Instruct 1M986K / 29.6 GB27690323
T3Q Qwen2.5 14B V1.0 E3986K / 29.7 GB85228
Qwen2.5 14B 1M YOYO V3986K / 29.7 GB2544
ZYH LLM Qwen2.5 14B V4986K / 29.7 GB278
Qwen2.5 14B YOYO Latest V2986K / 29.7 GB1290
Qwen2.5 14B YOYO V4986K / 29.7 GB65
ZYH LLM Qwen2.5 14B V3986K / 29.7 GB88
Etr1o V1.2986K / 29.7 GB60
...14B Instruct 1M GRPO Reasoning986K / 29.7 GB34
Impish QWEN 14B 1M986K / 29.7 GB918
Note: green Score (e.g. "73.2") means that the model is better than agentica-org/DeepCoder-14B-Preview.

Rank the DeepCoder 14B Preview Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
Text Summarization and Feature Extraction  
Code Generation  
Multi-Language Support and Translation  

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Release v20241124
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