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Falcon 40B Ft Alpaca Dolly Dutch by BramVanroy

 »  All LLMs  »  BramVanroy  »  Falcon 40B Ft Alpaca Dolly Dutch   URL Share it on

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  Autotrain compatible Base model:finetune:tiiuae/fal...   Base model:tiiuae/falcon-40b Dataset:bramvanroy/alpaca-doll...   Doi:10.57967/hf/0864   Falcon   Nl   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/BramVanroy/falcon-40b-ft-alpaca-dolly-dutch 

Falcon 40B Ft Alpaca Dolly Dutch Benchmarks

LLME Score: 0.11575
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Falcon 40B Ft Alpaca Dolly Dutch (BramVanroy/falcon-40b-ft-alpaca-dolly-dutch)

Falcon 40B Ft Alpaca Dolly Dutch Parameters and Internals

Model Type 
Generative Language Model
Use Cases 
Areas:
Research
Limitations:
Poor baseline for Dutch generative LLMs
Additional Notes 
This model is specifically intended for research purposes and experimentation.
Supported Languages 
Dutch (Research level)
Training Details 
Data Sources:
BramVanroy/alpaca-dolly-dutch, BramVanroy/dolly-15k-dutch, BramVanroy/alpaca-cleaned-dutch
Methodology:
Training included fine-tuning with LoRA and merging of adapters. Loss calculated only on response prediction.
LLM NameFalcon 40B Ft Alpaca Dolly Dutch
Repository 🤗https://huggingface.co/BramVanroy/falcon-40b-ft-alpaca-dolly-dutch 
Base Model(s)  Falcon 40B   tiiuae/falcon-40b
Model Size40b
Required VRAM82.5 GB
Updated2025-02-05
MaintainerBramVanroy
Model Typefalcon
Model Files  9.5 GB: 1-of-9   9.5 GB: 2-of-9   9.5 GB: 3-of-9   9.5 GB: 4-of-9   9.5 GB: 5-of-9   9.5 GB: 6-of-9   9.5 GB: 7-of-9   9.5 GB: 8-of-9   6.5 GB: 9-of-9   0.0 GB
Supported Languagesnl
Model ArchitectureFalconForCausalLM
Licensecc-by-nc-4.0
Model Max Length2048
Transformers Version4.30.1
Is Biased0
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size65024
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than BramVanroy/falcon-40b-ft-alpaca-dolly-dutch.

Rank the Falcon 40B Ft Alpaca Dolly Dutch 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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