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My Llama2 7B Chat Hf by Muckthaa

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  Arxiv:2307.09288   Autotrain compatible   Conversational   En   Endpoints compatible   Facebook   Llama   Llama2   Meta   Pytorch   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Muckthaa/my-llama2-7b-chat-hf 

My Llama2 7B Chat Hf Benchmarks

LLME Score: 0.19185
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
My Llama2 7B Chat Hf (Muckthaa/my-llama2-7b-chat-hf)

My Llama2 7B Chat Hf Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
commercial, research
Primary Use Cases:
assistant-like chat, natural language generation tasks
Limitations:
Use in languages other than English, Violations of laws or regulations
Considerations:
Follow specific formatting for inputs
Additional Notes 
The fine-tuning data includes publicly available instruction datasets and human-annotated examples.
Training Details 
Data Sources:
publicly available datasets
Data Volume:
2 trillion tokens
Methodology:
Supervised Fine-tuning and Reinforcement Learning with Human Feedback
Hardware Used:
Meta's Research Super Cluster, third-party cloud compute
Model Architecture:
auto-regressive language model with optimized transformer architecture
Input Output 
Input Format:
Text
Accepted Modalities:
text
Output Format:
Text
Release Notes 
Version:
2
Date:
July 2023
Notes:
Llama 2 models ranging from 7 billion to 70 billion parameters released, optimized for dialogue and alignment with human preferences.
LLM NameMy Llama2 7B Chat Hf
Repository 🤗https://huggingface.co/Muckthaa/my-llama2-7b-chat-hf 
Model Size7b
Required VRAM13.5 GB
Updated2025-02-22
MaintainerMuckthaa
Model Typellama
Model Files  10.0 GB: 1-of-2   3.5 GB: 2-of-2
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licensellama2
Context Length4096
Model Max Length4096
Transformers Version4.32.0.dev0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than Muckthaa/my-llama2-7b-chat-hf.

Rank the My Llama2 7B Chat Hf 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 v20241227
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