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TowerInstruct 7B V0.2 by Unbabel

 »  All LLMs  »  Unbabel  »  TowerInstruct 7B V0.2   URL Share it on

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  Arxiv:2402.17733   Autotrain compatible   De   En   Endpoints compatible   Es   Fr   It   Ko   Llama   Nl   Pt   Region:us   Ru   Safetensors   Sharded   Tensorflow   Translation   Zh
Model Card on HF 🤗: https://huggingface.co/Unbabel/TowerInstruct-7B-v0.2 

TowerInstruct 7B V0.2 Benchmarks

LLME Score: 0.20945
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
TowerInstruct 7B V0.2 (Unbabel/TowerInstruct-7B-v0.2)

TowerInstruct 7B V0.2 Parameters and Internals

Model Type 
translation
Use Cases 
Primary Use Cases:
general machine translation, automatic post edition, named-entity recognition, grammatical error correction, paraphrase generation
Limitations:
model may generate problematic outputs like hallucinations, harmful content, false statements
Additional Notes 
The model should not be used as a document-level translator.
Supported Languages 
en (English), de (German), fr (French), zh (Chinese), pt (Portuguese), nl (Dutch), ru (Russian), ko (Korean), it (Italian), es (Spanish)
Training Details 
Data Sources:
TowerBlocks
Methodology:
fine-tuning on the TowerBlocks supervised fine-tuning dataset
Input Output 
Input Format:
ChatML prompt templates
Release Notes 
Version:
TowerInstruct-7B-v0.2
Notes:
Improved document-level translation capabilities
LLM NameTowerInstruct 7B V0.2
Repository 🤗https://huggingface.co/Unbabel/TowerInstruct-7B-v0.2 
Model Size7b
Required VRAM27.1 GB
Updated2025-02-05
MaintainerUnbabel
Model Typellama
Model Files  4.8 GB: 1-of-6   4.9 GB: 2-of-6   4.9 GB: 3-of-6   4.9 GB: 4-of-6   4.9 GB: 5-of-6   2.7 GB: 6-of-6
Supported Languagesen de fr zh pt nl ru ko it es
Model ArchitectureLlamaForCausalLM
Licensecc-by-nc-4.0
Context Length4096
Model Max Length4096
Transformers Version4.37.2
Tokenizer ClassLlamaTokenizer
Padding Token<PAD>
Vocabulary Size32007
Torch Data Typefloat32

Quantized Models of the TowerInstruct 7B V0.2

Model
Likes
Downloads
VRAM
TowerInstruct 7B V0.2 GGUF0382 GB

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Note: green Score (e.g. "73.2") means that the model is better than Unbabel/TowerInstruct-7B-v0.2.

Rank the TowerInstruct 7B V0.2 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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