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Llama 3 8B Instruct Gradient 1048K Agent by AIGym

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  Autotrain compatible   Conversational   Endpoints compatible   Instruct   Llama   Region:us   Safetensors   Sharded   Tensorflow

Llama 3 8B Instruct Gradient 1048K Agent Benchmarks

LLME Score: 0.20655
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 Agent Parameters and Internals

Use Cases 
Areas:
Integration with crewai
Applications:
Chatbot, AI Agent
Primary Use Cases:
Chat-based applications
Limitations:
Usage outside crewai is out-of-scope
Considerations:
Recommended to self-host or use in the cloud
Additional Notes 
Automatically generated model card on Hugging Face
Training Details 
Data Sources:
m-a-p/CodeFeedback-Filtered-Instruction, RomanTeucher/awesome_topic_code_snippets, dair-ai/emotion, mzbac/function-calling-llama-3-format-v1.1, gretelai/synthetic_text_to_sql
Methodology:
Fine-tuned from Llama 3 high context length version
Context Length:
1048000
Input Output 
Input Format:
<|begin_of_text|><|start_header_id|>user<|end_header_id|> {prompt} <|eot_id|>
Accepted Modalities:
text
Output Format:
<|start_header_id|>assistant<|end_header_id|>
Performance Tips:
Host in the cloud or self-host for best results with crewai
LLM NameLlama 3 8B Instruct Gradient 1048K Agent
Repository 🤗https://huggingface.co/AIGym/Llama-3-8B-Instruct-Gradient-1048k-Agent 
Model Size8b
Required VRAM16.1 GB
Updated2024-11-21
MaintainerAIGym
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
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length1048576
Model Max Length1048576
Transformers Version4.40.2
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|end_of_text|>
Vocabulary Size128256
Torch Data Typebfloat16
Llama 3 8B Instruct Gradient 1048K Agent (AIGym/Llama-3-8B-Instruct-Gradient-1048k-Agent)

Quantized Models of the Llama 3 8B Instruct Gradient 1048K Agent

Model
Likes
Downloads
VRAM
...B Instruct Gradient 1048K 8bit1128 GB
...B Instruct Gradient 1048K 4bit264 GB
...truct Gradient 1048K Bpw6 EXL22106 GB
...truct Gradient 1048K Bpw5 EXL2055 GB

Best Alternatives to Llama 3 8B Instruct Gradient 1048K Agent

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Context / RAM
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...a 3 8B Instruct Gradient 1048K1024K / 16.1 GB19347675
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...lama3 8B Special Dark V3.1.2aa1024K / 16.1 GB130
Llama3 8B Special Dark V3.1.2B1024K / 16.1 GB120
...lama3 8B Special Dark V3.1.1yy1024K / 16.1 GB140
Loki1024K / 16.1 GB90
Unholy Thoth 8B V21024K / 16.1 GB120
...struct Gradient 1048K MAC Lora1024K / 5.9 GB162
... V0.1.0 Llama 3 8B Instruct 1M1024K / 16.1 GB151
Note: green Score (e.g. "73.2") means that the model is better than AIGym/Llama-3-8B-Instruct-Gradient-1048k-Agent.

Rank the Llama 3 8B Instruct Gradient 1048K Agent 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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