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Llama 3 70B Instruct Gradient 1048K by gradientai

 »  All LLMs  »  gradientai  »  Llama 3 70B Instruct Gradient 1048K   URL Share it on

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  Arxiv:2305.14233   Arxiv:2309.00071   Arxiv:2310.05209   Arxiv:2402.08268   Autotrain compatible   Conversational   En   Endpoints compatible   Instruct   Llama   Llama-3   Meta   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/gradientai/Llama-3-70B-Instruct-Gradient-1048k 

Llama 3 70B Instruct Gradient 1048K Benchmarks

LLME Score: 0.23059
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama 3 70B Instruct Gradient 1048K (gradientai/Llama-3-70B-Instruct-Gradient-1048k)

Llama 3 70B Instruct Gradient 1048K Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
commercial, research
Applications:
assistant-like chat applications, natural language generation tasks
Limitations:
Use in languages other than English should be compliant with license and policy., Potential for biased or objectionable outputs.
Considerations:
Tailored safety testing recommended
Supported Languages 
English (proficient)
Training Details 
Data Sources:
SlimPajama, UltraChat
Data Volume:
34M tokens for initial stage, ~430M tokens total for all stages
Methodology:
NTK-aware interpolation, progressive training on increasing context lengths
Context Length:
1048000
Hardware Used:
NVIDIA L40S
Model Architecture:
Auto-regressive transformer
Safety Evaluation 
Methodologies:
red teaming
Risk Categories:
general misuse, cybersecurity risks
Ethical Considerations:
Recommendations for fine-tuning and safety testing provided.
Responsible Ai Considerations 
Accountability:
Developers using the model are responsible for outputs
Mitigation Strategies:
Use of safety best practices and tools like Meta Llama Guard 2
Input Output 
Input Format:
Text
Accepted Modalities:
text
Output Format:
Text
Release Notes 
Version:
April 18, 2024
Notes:
Release of Meta Llama 3 family.
LLM NameLlama 3 70B Instruct Gradient 1048K
Repository 🤗https://huggingface.co/gradientai/Llama-3-70B-Instruct-Gradient-1048k 
Model Size70b
Required VRAM141.9 GB
Updated2024-12-22
Maintainergradientai
Model Typellama
Instruction-BasedYes
Model Files  4.6 GB: 1-of-30   4.7 GB: 2-of-30   5.0 GB: 3-of-30   5.0 GB: 4-of-30   4.7 GB: 5-of-30   4.7 GB: 6-of-30   4.7 GB: 7-of-30   5.0 GB: 8-of-30   5.0 GB: 9-of-30   4.7 GB: 10-of-30   4.7 GB: 11-of-30   4.7 GB: 12-of-30   5.0 GB: 13-of-30   5.0 GB: 14-of-30   4.7 GB: 15-of-30   4.7 GB: 16-of-30   4.7 GB: 17-of-30   5.0 GB: 18-of-30   5.0 GB: 19-of-30   4.7 GB: 20-of-30   4.7 GB: 21-of-30   4.7 GB: 22-of-30   5.0 GB: 23-of-30   5.0 GB: 24-of-30   4.7 GB: 25-of-30   4.7 GB: 26-of-30   4.7 GB: 27-of-30   5.0 GB: 28-of-30   5.0 GB: 29-of-30   2.1 GB: 30-of-30
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licensellama3
Context Length1048576
Model Max Length1048576
Transformers Version4.41.0.dev0
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size128256
Torch Data Typebfloat16

Quantized Models of the Llama 3 70B Instruct Gradient 1048K

Model
Likes
Downloads
VRAM
...0B Instruct Gradient 1048K AWQ11239 GB
...B Instruct Gradient 1048K 8bit51575 GB
...B Instruct Gradient 1048K 4bit31939 GB
...B Instruct Gradient 1048K 2bit21221 GB

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Note: green Score (e.g. "73.2") means that the model is better than gradientai/Llama-3-70B-Instruct-Gradient-1048k.

Rank the Llama 3 70B Instruct Gradient 1048K 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 v20241217
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