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Llama 3 8B Bnb 4bit by unsloth

 »  All LLMs  »  unsloth  »  Llama 3 8B Bnb 4bit   URL Share it on

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Model Card on HF 🤗: https://huggingface.co/unsloth/llama-3-8b-bnb-4bit 

Llama 3 8B Bnb 4bit Benchmarks

LLME Score: 0.31364
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama 3 8B Bnb 4bit (unsloth/llama-3-8b-bnb-4bit)

Llama 3 8B Bnb 4bit Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
commercial, research
Applications:
assistant-like chat, natural language generation tasks
Primary Use Cases:
Instruction tuned models for dialogue, Pretrained models for various text tasks
Limitations:
Use violating laws or policies, Use in non-English languages without compliance
Supported Languages 
en (full support)
Training Details 
Data Sources:
publicly available online data
Data Volume:
15 trillion tokens
Methodology:
supervised fine-tuning (SFT) and reinforcement learning with human feedback (RLHF)
Context Length:
8000
Hardware Used:
Meta's Research SuperCluster, H100-80GB GPU
Model Architecture:
auto-regressive language model with an optimized transformer architecture
Safety Evaluation 
Methodologies:
red teaming, adversarial evaluations
Findings:
reduced residual risks with safety tools, improved refusal rates to benign prompts
Risk Categories:
misinformation, child safety, cybersecurity
Ethical Considerations:
Emphasis on responsible deployment and safety best practices
Responsible Ai Considerations 
Accountability:
Meta
Mitigation Strategies:
Provides tools like Meta Llama Guard 2 and Code Shield for developers
Input Output 
Input Format:
text
Accepted Modalities:
text
Output Format:
text and code
Release Notes 
Version:
3.0
Date:
April 18, 2024
Notes:
Initial release of Llama 3 family models
LLM NameLlama 3 8B Bnb 4bit
Repository 🤗https://huggingface.co/unsloth/llama-3-8b-bnb-4bit 
Base Model(s)  Meta Llama 3 8B   meta-llama/Meta-Llama-3-8B
Model Size8b
Required VRAM5.7 GB
Updated2025-01-31
Maintainerunsloth
Model Typellama
Model Files  5.7 GB
Supported Languagesen
Quantization Type4bit
Model ArchitectureLlamaForCausalLM
Licensellama3
Context Length8192
Model Max Length8192
Transformers Version4.44.2
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|reserved_special_token_250|>
Vocabulary Size128256
Torch Data Typebfloat16

Quantized Models of the Llama 3 8B Bnb 4bit

Model
Likes
Downloads
VRAM
Llama 3 8B 4bit UltraChat Ita0495616 GB
Model02416 GB
Llama 3.1 Openhermes Tr1540716 GB
Llama3 Merge0916 GB
VeriUS LLM 8B V0.23274916 GB
Llama 3 8B Python5K 4bit0.1057 GB
LLama 3 8B Instruction Tr5274216 GB
Athena Llama 3 8B V0.101416 GB
New Ollama02544 GB
Llama 3 SOLAR V0.21616 GB

Best Alternatives to Llama 3 8B Bnb 4bit

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Context / RAM
Downloads
Likes
...B Instruct Gradient 1048K 4bit1024K / 4.5 GB302
...B Instruct Gradient 1048K 8bit1024K / 8.6 GB141
...truct Gradient 1048K Bpw6 EXL21024K / 6.7 GB62
...truct Gradient 1048K Bpw5 EXL21024K / 5.8 GB60
Llama 3 8B Instruct 1048K 4bit1024K / 4.5 GB625
Llama 3 8B Instruct 1048K 8bit1024K / 8.6 GB1817
... Gradient 1048K 8.0bpw H8 EXL21024K / 8.6 GB53
...ct Gradient 1048K Bpw2.25 EXL21024K / 3.4 GB51
Llama 3 8B Instruct 262K 2bit256K / 2.5 GB51
...B Instruct 262k V2 EXL2 5.0bpw256K / 5.8 GB41

Rank the Llama 3 8B Bnb 4bit 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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