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Seed Coder 8B Reasoning by ByteDance-Seed

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  Arxiv:2506.03524   Autotrain compatible Base model:bytedance-seed/seed... Base model:finetune:bytedance-...   Codegen   Conversational   Endpoints compatible   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/ByteDance-Seed/Seed-Coder-8B-Reasoning 

Seed Coder 8B Reasoning Benchmarks

LLME Score: 0.31772
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Seed Coder 8B Reasoning (ByteDance-Seed/Seed-Coder-8B-Reasoning)
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Seed Coder 8B Reasoning Parameters and Internals

LLM NameSeed Coder 8B Reasoning
Repository 🤗https://huggingface.co/ByteDance-Seed/Seed-Coder-8B-Reasoning 
Base Model(s)  Seed Coder 8B Base   ByteDance-Seed/Seed-Coder-8B-Base
Model Size8b
Required VRAM32.9 GB
Updated2025-07-31
MaintainerByteDance-Seed
Model Typellama
Model Files  4.9 GB: 1-of-7   5.0 GB: 2-of-7   5.0 GB: 3-of-7   4.8 GB: 4-of-7   5.0 GB: 5-of-7   5.0 GB: 6-of-7   3.2 GB: 7-of-7
Generates CodeYes
Model ArchitectureLlamaForCausalLM
Licensemit
Context Length65536
Model Max Length65536
Transformers Version4.47.1
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<[PAD▁TOKEN]>
Vocabulary Size155136
Torch Data Typefloat32

Quantized Models of the Seed Coder 8B Reasoning

Model
Likes
Downloads
VRAM
Seed Coder 8B Reasoning GGUF624282 GB
...ed Coder 8B Reasoning Mlx Fp1601916 GB

Best Alternatives to Seed Coder 8B Reasoning

Best Alternatives
Context / RAM
Downloads
Likes
CoolerCoder 8B Model Stock128K / 16.1 GB342
...ynesthesia 3.1 Task Arithmetic128K / 16.1 GB60
Replete Coder V2 Llama 3.1 8B128K / 16.1 GB199
Seed Coder 8B Reasoning Bf1664K / 16.5 GB279114
Seed Coder 8B Instruct32K / 16.5 GB369097
Seed Coder 8B Base32K / 16.5 GB200350
Seed Coder 8B Instruct V132K / 32.9 GB432
Seed Coder 8B Instruct32K / 16.5 GB191
Wasm Coder 8B Instruct V132K / 32.9 GB32
Athena Llama Coder 3 8B32K / 16.1 GB151
Note: green Score (e.g. "73.2") means that the model is better than ByteDance-Seed/Seed-Coder-8B-Reasoning.

Rank the Seed Coder 8B Reasoning 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124
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