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Llama 3.1 Mini Instruct by QuietImpostor

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Model Card on HF 🤗: https://huggingface.co/QuietImpostor/Llama-3.1-Mini-Instruct 

Llama 3.1 Mini Instruct Benchmarks

LLME Score: 0.21882
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama 3.1 Mini Instruct (QuietImpostor/Llama-3.1-Mini-Instruct)

Llama 3.1 Mini Instruct Parameters and Internals

Model Type 
text-generation
Use Cases 
Limitations:
Model may exhibit biases present in its training data
Considerations:
Should be used with appropriate care and consideration.
Training Details 
Data Sources:
Claude 3 Opus, Claude 3.5 Sonnet, Gemma 2 9B, Llama 3 70B through Groq, Guanaco
Methodology:
LoRA (Low-Rank Adaptation)
LLM NameLlama 3.1 Mini Instruct
Repository 🤗https://huggingface.co/QuietImpostor/Llama-3.1-Mini-Instruct 
Model Size3b
Required VRAM6.1 GB
Updated2025-01-22
MaintainerQuietImpostor
Model Typellama
Instruction-BasedYes
Model Files  5.0 GB: 1-of-2   1.1 GB: 2-of-2
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length131072
Model Max Length131072
Transformers Version4.43.3
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|reserved_special_token_247|>
Vocabulary Size128256
Torch Data Typefloat16

Best Alternatives to Llama 3.1 Mini Instruct

Best Alternatives
Context / RAM
Downloads
Likes
Llama 3.2 3B Instruct128K / 6.5 GB1451920909
Orca Mini V9 5 3B Instruct128K / 6.5 GB4016
Omni Reasoner3 Merged128K / 6.4 GB497
Llama 3.2 3B RP DeepThink128K / 7.2 GB3862
Llama 3.2 3B Instruct128K / 6.5 GB5433562
Smol Llama 3.2 3B128K / 7.2 GB2690
Orca Mini V9 6 3B Instruct128K / 6.5 GB624
Codepy Deepthink 3B128K / 6.5 GB2348
Llama 3.2 3B Instruct128K / 6.4 GB8821345
Llama3.2 3B Uranus 1128K / 6.5 GB530
Note: green Score (e.g. "73.2") means that the model is better than QuietImpostor/Llama-3.1-Mini-Instruct.

Rank the Llama 3.1 Mini 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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Release v20241227
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