Fietje 2 Chat by BramVanroy

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  Arxiv:2412.15450   Alignment-handbook   Autotrain compatible Base model:bramvanroy/fietje-2... Base model:finetune:bramvanroy...   Conversational Dataset:bramvanroy/orca dpo pa... Dataset:bramvanroy/ultra feedb...   Dpo   Fietje   Instruct   Nl   Phi   Region:us   Safetensors   Sharded   Tensorflow   Trl

Fietje 2 Chat Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Fietje 2 Chat (BramVanroy/fietje-2-chat)

Fietje 2 Chat Parameters and Internals

Model Type 
text-generation
Supported Languages 
nl (proficient)
Training Details 
Data Sources:
BramVanroy/ultra_feedback_dutch_cleaned, BramVanroy/orca_dpo_pairs_dutch_cleaned
Data Volume:
28 billion tokens
Methodology:
DPO-tuned continuations
Training Time:
~9 hours on one A100 80GB
Hardware Used:
Flemish Supercomputer Center (VSC)
Model Architecture:
adapted version of microsoft/phi-2
LLM NameFietje 2 Chat
Repository ๐Ÿค—https://huggingface.co/BramVanroy/fietje-2-chat 
Base Model(s)  Fietje 2 Instruct   BramVanroy/fietje-2-instruct
Model Size2b
Required VRAM5.6 GB
Updated2025-01-02
MaintainerBramVanroy
Model Typephi
Instruction-BasedYes
Model Files  5.0 GB: 1-of-2   0.6 GB: 2-of-2
Supported Languagesnl
Model ArchitecturePhiForCausalLM
Licensemit
Context Length2048
Model Max Length2048
Transformers Version4.39.1
Tokenizer ClassCodeGenTokenizer
Padding Token<|im_end|>
Vocabulary Size50297
Torch Data Typebfloat16

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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 v20241227