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Llama 3.2 1B Instruct Q4f16 by onnx-community

 »  All LLMs  »  onnx-community  »  Llama 3.2 1B Instruct Q4f16   URL Share it on

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  Arxiv:2204.05149   Conversational   De   En   Es   Facebook   Fr   Hi   Instruct   It   Llama   Llama-3   Meta   Onnx   Pt   Pytorch   Region:us   Th   Transformers.js
Model Card on HF 🤗: https://huggingface.co/onnx-community/Llama-3.2-1B-Instruct-q4f16 

Llama 3.2 1B Instruct Q4f16 Benchmarks

LLME Score: 0.24739
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama 3.2 1B Instruct Q4f16 (onnx-community/Llama-3.2-1B-Instruct-q4f16)

Llama 3.2 1B Instruct Q4f16 Parameters and Internals

Model Type 
text generation, multilingual
Use Cases 
Areas:
commercial, research
Applications:
assistant-like chat, knowledge retrieval, summarization, mobile AI powered writing assistants
Limitations:
Use in any manner violating applicable laws or regulations, Use beyond explicitly referenced languages
Supported Languages 
English (officially supported), German (officially supported), French (officially supported), Italian (officially supported), Portuguese (officially supported), Hindi (officially supported), Spanish (officially supported), Thai (officially supported)
Training Details 
Data Sources:
Publicly available online data
Data Volume:
Up to 9T tokens
Methodology:
Supervised fine-tuning (SFT), reinforcement learning with human feedback (RLHF)
Context Length:
128000
Training Time:
916k GPU hours
Hardware Used:
Meta's custom built GPU cluster
Model Architecture:
Auto-regressive language model using optimized transformer architecture
Safety Evaluation 
Ethical Considerations:
The model is not to be deployed in isolation but as part of a broader AI system with safety guardrails.
Responsible Ai Considerations 
Transparency:
Built to be safe and flexible for user-deployed systems.
Accountability:
Developers are accountable for ensuring safety in their deployments.
Input Output 
Accepted Modalities:
text
Output Format:
text
Release Notes 
Version:
3.2
Date:
Sept 25, 2024
Notes:
Release of Llama 3.2 multilingual large language models.
LLM NameLlama 3.2 1B Instruct Q4f16
Repository 🤗https://huggingface.co/onnx-community/Llama-3.2-1B-Instruct-q4f16 
Model Size1b
Updated2025-02-22
Maintaineronnx-community
Model Typellama
Instruction-BasedYes
Supported Languagesen de fr it pt hi es th
Model ArchitectureLlamaForCausalLM
Licensellama3.2
Context Length131072
Model Max Length131072
Transformers Version4.45.0.dev0
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size128256
Torch Data Typebfloat16

Best Alternatives to Llama 3.2 1B Instruct Q4f16

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Context / RAM
Downloads
Likes
Llama 3.2 1B Instruct128K / 2.5 GB1716586773
Llama 3.2 1B Instruct128K / 2.5 GB11271463
MiniThinky V2 1B Llama 3.2128K / 4.9 GB729438
Lancer 1 1B Instruct128K / 2.5 GB1102
Llama Express.1 Math128K / 2.5 GB4057
Orca Mini V9 6 1B Instruct128K / 2.5 GB5174
Bellatrix Tiny 1B V2128K / 2.5 GB3149
Llama3.2 1B THREADRIPPER128K / 2.5 GB450
Llama 3.2 SUN HDIC 1B Instruct128K / 3 GB2111
Bellatrix Tiny 1B R1128K / 2.5 GB3957
Note: green Score (e.g. "73.2") means that the model is better than onnx-community/Llama-3.2-1B-Instruct-q4f16.

Rank the Llama 3.2 1B Instruct Q4f16 Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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 v20241227
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