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Ct2fast Falcon 40B Instruct by michaelfeil

 »  All LLMs  »  michaelfeil  »  Ct2fast Falcon 40B Instruct   URL Share it on

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  Arxiv:1911.02150   Arxiv:2005.14165   Arxiv:2104.09864   Arxiv:2205.14135   Arxiv:2304.01196   Arxiv:2306.01116   Ctranslate2 Dataset:tiiuae/falcon-refinedw...   En   Float16   Instruct   Int8   Region:us
Model Card on HF 🤗: https://huggingface.co/michaelfeil/ct2fast-falcon-40b-instruct 

Ct2fast Falcon 40B Instruct Benchmarks

LLME Score: 0.09122
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Ct2fast Falcon 40B Instruct (michaelfeil/ct2fast-falcon-40b-instruct)
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Ct2fast Falcon 40B Instruct Parameters and Internals

Model Type 
Causal decoder-only
Use Cases 
Areas:
Research, Commercial applications
Limitations:
Mostly trained on English data, May carry online stereotypes and biases
Considerations:
Develop guardrails and take appropriate precautions for production use
Additional Notes 
This is a quantized version. License conditions are identical to the original model's HuggingFace repository.
Supported Languages 
English (NLP), French (NLP)
Training Details 
Data Sources:
Baize, Falcon RefinedWeb
Data Volume:
150M tokens
Methodology:
Finetuned on a mixture of Baize chat dataset and 5% of RefinedWeb data
Context Length:
2048
Hardware Used:
64 A100 40GB GPUs in P4d instances
Model Architecture:
Causal decoder-only with GPT-3 inspired architecture
LLM NameCt2fast Falcon 40B Instruct
Repository 🤗https://huggingface.co/michaelfeil/ct2fast-falcon-40b-instruct 
Model Size40b
Required VRAM41.3 GB
Updated2025-08-22
Maintainermichaelfeil
Instruction-BasedYes
Model Files  41.3 GB
Supported Languagesen
Model ArchitectureAutoModel
Licenseapache-2.0
Model Max Length2048
Tokenizer ClassPreTrainedTokenizerFast

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Falcon 40B Instruct GGML0K / 13.7 GB958
Note: green Score (e.g. "73.2") means that the model is better than michaelfeil/ct2fast-falcon-40b-instruct.

Rank the Ct2fast Falcon 40B 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124
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