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NaturalLM3 8B Instruct V0.1 by qingy2024

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  4bit   Autotrain compatible   Conversational   En   Endpoints compatible   Instruct   Llama   Pytorch   Quantized   Region:us   Sharded   Trl   Unsloth
Model Card on HF 🤗: https://huggingface.co/qingy2024/NaturalLM3-8B-Instruct-v0.1 

NaturalLM3 8B Instruct V0.1 Benchmarks

LLME Score: 0.21753
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
NaturalLM3 8B Instruct V0.1 (qingy2024/NaturalLM3-8B-Instruct-v0.1)

NaturalLM3 8B Instruct V0.1 Parameters and Internals

LLM NameNaturalLM3 8B Instruct V0.1
Repository 🤗https://huggingface.co/qingy2024/NaturalLM3-8B-Instruct-v0.1 
Base Model(s)  unsloth/meta-llama-3.1-8b-instruct-bnb-4bit   unsloth/meta-llama-3.1-8b-instruct-bnb-4bit
Model Size8b
Required VRAM16.1 GB
Updated2025-04-07
Maintainerqingy2024
Model Typellama
Instruction-BasedYes
Model Files  5.0 GB: 1-of-4   5.0 GB: 2-of-4   4.9 GB: 3-of-4   1.2 GB: 4-of-4
Supported Languagesen
Quantization Type4bit
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length131072
Model Max Length131072
Transformers Version4.46.3
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|finetune_right_pad_id|>
Vocabulary Size128256
Torch Data Typefloat16

Best Alternatives to NaturalLM3 8B Instruct V0.1

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Context / RAM
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...B Instruct Gradient 1048K 4bit1024K / 4.5 GB32
...B Instruct Gradient 1048K 8bit1024K / 8.6 GB61
...truct Gradient 1048K Bpw6 EXL21024K / 6.7 GB52
...truct Gradient 1048K Bpw5 EXL21024K / 5.8 GB70
Llama 3 8B Instruct 1048K 4bit1024K / 4.5 GB925
Llama 3 8B Instruct 1048K 8bit1024K / 8.6 GB417
... Gradient 1048K 8.0bpw H8 EXL21024K / 8.6 GB63
...ct Gradient 1048K Bpw2.25 EXL21024K / 3.4 GB131
...B Instruct 262k V2 EXL2 6.0bpw256K / 6.7 GB141
Llama 3 8B Instruct 262K 2bit256K / 2.5 GB31

Rank the NaturalLM3 8B Instruct V0.1 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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