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Ct2 Int8 Falcon 7B Instruct by titanbot

 »  All LLMs  »  titanbot  »  Ct2 Int8 Falcon 7B Instruct   URL Share it on

  5   
  Arxiv:1911.02150   Arxiv:2005.14165   Arxiv:2104.09864   Arxiv:2205.14135   Arxiv:2306.01116   Autotrain compatible   Custom code Dataset:tiiuae/falcon-refinedw...   En   Endpoints compatible   Instruct   Refinedwebmodel   Region:us
Model Card on HF 🤗: https://huggingface.co/titanbot/ct2-int8-falcon-7b-instruct 

Ct2 Int8 Falcon 7B Instruct Benchmarks

LLME Score: 0.1803
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Ct2 Int8 Falcon 7B Instruct (titanbot/ct2-int8-falcon-7b-instruct)

Ct2 Int8 Falcon 7B Instruct Parameters and Internals

Model Type 
causal decoder-only
Use Cases 
Areas:
research, commercial applications
Primary Use Cases:
instruct, chat
Limitations:
mostly trained on English data, may not generalize to other languages
Considerations:
Develop guardrails and take appropriate precautions for any production use.
Additional Notes 
Falcon LLMs require PyTorch 2.0 for use with transformers.
Supported Languages 
English (high), French (medium)
Training Details 
Data Sources:
Bai ze, GPT4All, GPTeacher, RefinedWeb-English
Data Volume:
250M tokens
Context Length:
2048
Hardware Used:
32 A100 40GB GPUs
Model Architecture:
Causal decoder-only model with rotary positionnal embeddings, multiquery and FlashAttention attention, parallel attention/MLP with a single layer norm
Responsible Ai Considerations 
Mitigation Strategies:
Develop guardrails and take appropriate precautions for any production use.
LLM NameCt2 Int8 Falcon 7B Instruct
Repository 🤗https://huggingface.co/titanbot/ct2-int8-falcon-7b-instruct 
Model Size7b
Updated2025-02-22
Maintainertitanbot
Model TypeRefinedWebModel
Instruction-BasedYes
Supported Languagesen
Model ArchitectureRWForCausalLM
Licenseapache-2.0
Model Max Length2048
Transformers Version4.27.4
Is Biased0
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size65024
Torch Data Typebfloat16

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Rank the Ct2 Int8 Falcon 7B Instruct 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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