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Seed Coder 8B Instruct by ByteDance-Seed

 »  All LLMs  »  ByteDance-Seed  »  Seed Coder 8B Instruct   URL Share it on

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

Seed Coder 8B Instruct Benchmarks

LLME Score: 0.32007
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 Instruct (ByteDance-Seed/Seed-Coder-8B-Instruct)
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Seed Coder 8B Instruct Parameters and Internals

LLM NameSeed Coder 8B Instruct
Repository 🤗https://huggingface.co/ByteDance-Seed/Seed-Coder-8B-Instruct 
Base Model(s)  Seed Coder 8B Base   ByteDance-Seed/Seed-Coder-8B-Base
Model Size8b
Required VRAM16.5 GB
Updated2025-07-31
MaintainerByteDance-Seed
Model Typellama
Instruction-BasedYes
Model Files  5.0 GB: 1-of-4   4.9 GB: 2-of-4   5.0 GB: 3-of-4   1.6 GB: 4-of-4
Generates CodeYes
Model ArchitectureLlamaForCausalLM
Licensemit
Context Length32768
Model Max Length32768
Transformers Version4.46.2
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<[PAD▁TOKEN]>
Vocabulary Size155136
Torch Data Typebfloat16

Quantized Models of the Seed Coder 8B Instruct

Model
Likes
Downloads
VRAM
Seed Coder 8B Instruct GGUF363432 GB

Best Alternatives to Seed Coder 8B Instruct

Best Alternatives
Context / RAM
Downloads
Likes
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
...plete Coder Instruct 8B Merged8K / 16.1 GB91692
Rombos Replete Coder Llama3 8B8K / 16.1 GB101263
...plete Coder Instruct 8B Merged8K / 16.1 GB434
Replete Coder Llama3 8B8K / 16.1 GB28934
...ind V1 Llama3 Code 8B Instruct8K / 16.1 GB21
Test Dataset Codellama 3 8B8K / 16.1 GB1778

Rank the Seed Coder 8B Instruct 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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