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Llama 3 8B Instruct 262K 2bit by mlx-community

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Llama 3 8B Instruct 262K 2bit Benchmarks

LLME Score: 0.20083
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 Instruct 262K 2bit Parameters and Internals

Model Type 
text generation
Additional Notes 
This model was converted to MLX format.
LLM NameLlama 3 8B Instruct 262K 2bit
Repository 🤗https://huggingface.co/mlx-community/Llama-3-8B-Instruct-262k-2bit 
Base Model(s)  ...ama 3 8B Instruct 262K Chinese   shibing624/llama-3-8b-instruct-262k-chinese
Model Size8b
Required VRAM2.5 GB
Updated2024-11-21
Maintainermlx-community
Model Typellama
Instruction-BasedYes
Model Files  2.5 GB
Supported Languagesen
Quantization Type2bit
Model ArchitectureLlamaForCausalLM
Licensellama3
Context Length262144
Model Max Length262144
Transformers Version4.41.0.dev0
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size128256
Torch Data Typebfloat16
Llama 3 8B Instruct 262K 2bit (mlx-community/Llama-3-8B-Instruct-262k-2bit)

Best Alternatives to Llama 3 8B Instruct 262K 2bit

Best Alternatives
Context / RAM
Downloads
Likes
...B Instruct Gradient 1048K 8bit1024K / 8.6 GB121
...B Instruct Gradient 1048K 4bit1024K / 4.5 GB62
...truct Gradient 1048K Bpw6 EXL21024K / 6.7 GB102
...truct Gradient 1048K Bpw5 EXL21024K / 5.8 GB50
Llama 3 8B Instruct 1048K 4bit1024K / 4.5 GB925
Llama 3 8B Instruct 1048K 8bit1024K / 8.6 GB1316
... Gradient 1048K 8.0bpw H8 EXL21024K / 8.6 GB53
...ct Gradient 1048K Bpw2.25 EXL21024K / 3.4 GB71
...B Instruct 262k V2 EXL2 6.0bpw256K / 6.7 GB991
...B Instruct 262k V2 EXL2 5.0bpw256K / 5.8 GB61
Note: green Score (e.g. "73.2") means that the model is better than mlx-community/Llama-3-8B-Instruct-262k-2bit.

Rank the Llama 3 8B Instruct 262K 2bit 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241110
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