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Llama 3 8B Instruct Gradient 1048K MAC Lora by inflaton

 »  All LLMs  »  inflaton  »  Llama 3 8B Instruct Gradient 1048K MAC Lora   URL Share it on

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  4-bit   Autotrain compatible Base model:gradientai/llama-3-... Base model:quantized:gradienta...   Bitsandbytes   Conversational   En   Endpoints compatible   Instruct   Llama   Lora   Region:us   Safetensors   Sft   Sharded   Tensorflow   Trl   Unsloth
Model Card on HF 🤗: https://huggingface.co/inflaton/Llama-3-8B-Instruct-Gradient-1048k-MAC-lora 

Llama 3 8B Instruct Gradient 1048K MAC Lora Benchmarks

LLME Score: 0.17861
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 Gradient 1048K MAC Lora (inflaton/Llama-3-8B-Instruct-Gradient-1048k-MAC-lora)

Llama 3 8B Instruct Gradient 1048K MAC Lora Parameters and Internals

Model Type 
text-generation-inference, transformers
Supported Languages 
en ()
Training Details 
Methodology:
Trained 2x faster with Unsloth and Huggingface's TRL library
LLM NameLlama 3 8B Instruct Gradient 1048K MAC Lora
Repository 🤗https://huggingface.co/inflaton/Llama-3-8B-Instruct-Gradient-1048k-MAC-lora 
Base Model(s)  ...a 3 8B Instruct Gradient 1048K   gradientai/Llama-3-8B-Instruct-Gradient-1048k
Model Size8b
Required VRAM5.9 GB
Updated2024-12-06
Maintainerinflaton
Model Typellama
Instruction-BasedYes
Model Files  4.8 GB: 1-of-2   1.1 GB: 2-of-2
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length1048576
Model Max Length1048576
Transformers Version4.41.2
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|reserved_special_token_250|>
Vocabulary Size128256
LoRA ModelYes
Torch Data Typebfloat16

Best Alternatives to Llama 3 8B Instruct Gradient 1048K MAC Lora

Best Alternatives
Context / RAM
Downloads
Likes
...otron 8B UltraLong 4M Instruct4192K / 32.1 GB3482107
UltraLong Thinking4192K / 16.1 GB3122
...a 3.1 8B UltraLong 4M Instruct4192K / 32.1 GB17624
...a 3.1 8B UltraLong 2M Instruct2096K / 32.1 GB8759
...otron 8B UltraLong 2M Instruct2096K / 32.1 GB41815
Zero Llama 3.1 8B Beta61048K / 16.1 GB7301
...otron 8B UltraLong 1M Instruct1048K / 32.1 GB179443
...a 3.1 8B UltraLong 1M Instruct1048K / 32.1 GB138729
...dger Nu Llama 3.1 8B UltraLong1048K / 16.2 GB573
....1 1million Ctx Dark Planet 8B1048K / 32.3 GB932
Note: green Score (e.g. "73.2") means that the model is better than inflaton/Llama-3-8B-Instruct-Gradient-1048k-MAC-lora.

Rank the Llama 3 8B Instruct Gradient 1048K MAC Lora 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 v20241227
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