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Llama 3 70B Instruct Gradient 524K by gradientai

By gradientai · 24 downloads

Llama 3 70B Instruct Gradient 524K is an open-source language model by gradientai. Features: 70b LLM, VRAM: 141.9GB, Context: 512K, License: llama3, Instruction-Based, LLM Explorer Score: 0.13, Arc: 66.8, HellaSwag: 85.5, MMLU: 76.4, GSM8K: 78.9.

  Arxiv:2305.14233   Arxiv:2309.00071   Arxiv:2310.05209   Arxiv:2402.08268   Conversational   Doi:10.57967/hf/3370   En   Endpoints compatible   Instruct   Llama   Llama-3   Meta   Region:us   Safetensors   Sharded   Tensorflow

Llama 3 70B Instruct Gradient 524K Parameters and Internals

Model Type 
text-generation, instruction-tuned
Use Cases 
Areas:
commercial, research
Primary Use Cases:
assistant-like chat, natural language generation tasks
Limitations:
Use limited to English, Potential for unpredictable outputs
Considerations:
Developers should exercise discretion.
Supported Languages 
English (full support)
Training Details 
Data Sources:
SlimPajama, UltraChat
Data Volume:
<0.003% of Llama-3's original pre-training data
Methodology:
NTK-aware interpolation, Progressive training
Context Length:
524000
Hardware Used:
NVIDIA L40S
Model Architecture:
Auto-regressive transformer
Safety Evaluation 
Methodologies:
red teaming exercises, adversarial evaluations
Risk Categories:
CBRNE, Cyber Security, Child Safety
Responsible Ai Considerations 
Transparency:
Responsible Use Guide available.
Accountability:
Developers are responsible for application deployment.
Mitigation Strategies:
Safety best practices, Purple Llama tools, Llama Guard
Input Output 
Input Format:
text
Accepted Modalities:
text
Output Format:
text, code
Release Notes 
Version:
0
Date:
2024-04-18
Notes:
Model release. Static model.
LLM NameLlama 3 70B Instruct Gradient 524K
Repository πŸ€—https://huggingface.co/gradientai/Llama-3-70B-Instruct-Gradient-524k 
Model Size70b
Required VRAM141.9 GB
Updated2026-08-05
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 Length524288
Model Max Length524288
Transformers Version4.41.0.dev0
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size128256
Torch Data Typebfloat16

Quantized Models of the Llama 3 70B Instruct Gradient 524K

Model
Likes
Downloads
VRAM
...70B Instruct Gradient 262K AWQ0539 GB
...0B Instruct Gradient 262K 4bit32539 GB
...0B Instruct Gradient 262K 8bit22675 GB
...0B Instruct Gradient 262K 2bit12021 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-524k.