🧠 Model

snowflake-arctic-instruct

by Snowflake

snowflake-arctic-instruct is an open-source AI model by Snowflake

πŸ• Updated 12/31/2025
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Technical Specifications

Parameters478.58
ArchitectureArcticForCausalLM
View Config (4 entries) 

{
  "architectures": [
    "ArcticForCausalLM"
  ],
  "auto_map": {
    "AutoConfig": "configuration_arctic.ArcticConfig",
    "AutoModel": "modeling_arctic.ArcticModel",
    "AutoModelForCausalLM": "modeling_arctic.ArcticForCausalLM",
    "AutoModelForSequenceClassification": "modeling_arctic.ArcticForSequenceClassification"
  },
  "model_type": "arctic",
  "tokenizer_config": {
    "bos_token": "<|im_start|>",
    "chat_template": "{% for message in messages %}{{'<|im_start|>' + message['role'] + '\n' + message['content'] + '<|im_end|>' + '\n'}}{% endfor %}{% if add_generation_prompt %}{{ '<|im_start|>assistant\n' }}{% endif %}",
    "eos_token": "<|im_end|>",
    "pad_token": null,
    "unk_token": "<unk>",
    "use_default_system_prompt": false
  }
}
πŸ’Ύ

Est. VRAM Required

~290 GB

πŸ“‹ Estimate only. Actual requirements may vary.

πŸ€— Data Source: Hugging Face β†—
πŸ”„ Daily sync (11:00 Beijing)

Based on open-source metadata snapshot. Last synced: Dec 31, 2025

πŸ“Š FNI Methodology πŸ“š Knowledge Baseℹ️ Verify with original source

🧠 Architecture Explorer

Neural network architecture

1 Input Layer
2 Hidden Layers
3 Attention
4 Output Layer
Parameters 478.58B
Learn about Transformers β†’

Technical Specifications

Parameters478.58
ArchitectureArcticForCausalLM
0
View Config (4 entries) 

{
  "architectures": [
    "ArcticForCausalLM"
  ],
  "auto_map": {
    "AutoConfig": "configuration_arctic.ArcticConfig",
    "AutoModel": "modeling_arctic.ArcticModel",
    "AutoModelForCausalLM": "modeling_arctic.ArcticForCausalLM",
    "AutoModelForSequenceClassification": "modeling_arctic.ArcticForSequenceClassification"
  },
  "model_type": "arctic",
  "tokenizer_config": {
    "bos_token": "<|im_start|>",
    "chat_template": "{% for message in messages %}{{'<|im_start|>' + message['role'] + '\n' + message['content'] + '<|im_end|>' + '\n'}}{% endfor %}{% if add_generation_prompt %}{{ '<|im_start|>assistant\n' }}{% endif %}",
    "eos_token": "<|im_end|>",
    "pad_token": null,
    "unk_token": "<unk>",
    "use_default_system_prompt": false
  }
}

πŸ“ Limitations & Considerations

  • β€’ Benchmark scores may vary based on evaluation methodology and hardware configuration.
  • β€’ VRAM requirements are estimates; actual usage depends on quantization and batch size.
  • β€’ FNI scores are relative rankings and may change as new models are added.
  • ⚠ License Unknown: Verify licensing terms before commercial use.
  • β€’ Source: Huggingface

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