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Seed Coder 8B Reasoning by ByteDance-Seed

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  20893   
  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: 0.39398
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
Updated2025-06-16
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 GGUF240502 GB
...ed Coder 8B Reasoning Mlx Fp1607616 GB

Best Alternatives to Seed Coder 8B Reasoning

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Context / RAM
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CoolerCoder 8B Model Stock128K / 16.1 GB342
...ynesthesia 3.1 Task Arithmetic128K / 16.1 GB190
Replete Coder V2 Llama 3.1 8B128K / 16.1 GB199
Seed Coder 8B Reasoning Bf1664K / 16.5 GB703813
Seed Coder 8B Instruct32K / 16.5 GB1096494
Seed Coder 8B Base32K / 16.5 GB266845
Wasm Coder 8B Instruct V132K / 32.9 GB952
Seed Coder 8B Instruct V132K / 32.9 GB432
Athena Llama Coder 3 8B32K / 16.1 GB151
...plete Coder Instruct 8B Merged8K / 16.1 GB104892

Rank the Seed Coder 8B Reasoning Capabilities

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Instruction Following and Task Automation  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124
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