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Reynaerde 7B Instruct by ReBatch

 »  All LLMs  »  ReBatch  »  Reynaerde 7B Instruct   URL Share it on

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  Alignment-handbook   Autotrain compatible Base model:finetune:mistralai/... Base model:mistralai/mistral-7...   Conversational Dataset:bramvanroy/stackoverfl... Dataset:rebatch/ultrachat 400k... Dataset:vandeju/no robots dutc...   Endpoints compatible   Generated from trainer   Instruct   Mistral   Region:us   Safetensors   Sft   Sharded   Tensorflow   Trl
Model Card on HF 🤗: https://huggingface.co/ReBatch/Reynaerde-7B-Instruct 

Reynaerde 7B Instruct Benchmarks

LLME Score: 0.19164
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Reynaerde 7B Instruct (ReBatch/Reynaerde-7B-Instruct)

Reynaerde 7B Instruct Parameters and Internals

Model Type 
chat model
Use Cases 
Areas:
chat applications
Limitations:
The model could generate wrong, misleading, and potentially offensive content.
Considerations:
Use with mistrals chat template.
Supported Languages 
Dutch (High)
Training Details 
Data Sources:
ReBatch/ultrachat_400k_nl, BramVanroy/stackoverflow-chat-dutch, BramVanroy/no_robots_dutch
Methodology:
Fine-tuning with SFT using QLoRa in bfloat16 with Flash Attention 2 on one A100 PCIe
Hardware Used:
one A100 PCIe
LLM NameReynaerde 7B Instruct
Repository 🤗https://huggingface.co/ReBatch/Reynaerde-7B-Instruct 
Base Model(s)  mistralai/Mistral-7B-v0.3   mistralai/Mistral-7B-v0.3
Model Size7b
Required VRAM14.5 GB
Updated2025-02-22
MaintainerReBatch
Model Typemistral
Instruction-BasedYes
Model Files  5.0 GB: 1-of-3   5.0 GB: 2-of-3   4.5 GB: 3-of-3
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.41.2
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size32768
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than ReBatch/Reynaerde-7B-Instruct.

Rank the Reynaerde 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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