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LLaMAntino 3 ANITA 8B Inst DPO ITA by swap-uniba

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  Arxiv:2312.09993   Arxiv:2405.07101   Autotrain compatible Base model:finetune:meta-llama... Base model:meta-llama/meta-lla...   Conversational Dataset:chat-error/wizard alpa...   Dataset:gsarti/clean mc4 it Dataset:mlabonne/orpo-dpo-mix-...   En   Endpoints compatible   Facebook   Instruct   It   Llama   Llama-3   Llamantino   Meta   Model-index   Pythorch   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/swap-uniba/LLaMAntino-3-ANITA-8B-Inst-DPO-ITA 

LLaMAntino 3 ANITA 8B Inst DPO ITA Benchmarks

ARC: 74.57 vs 96.7 (so35)-22.9%
HellaSwag: 92.75 vs 95.3 (gpt4)-2.7%
MMLU: 66.85 vs 88.3 (so35)-24.3%
TruthfulQA: 75.93 vs 59 (gpt4)28.7%
WinoGrande: 82 vs 87.5 (gpt4)-6.3%
GSM8K: 58.61 vs 96.4 (so35)-39.2%
LLME Score: 0.2493
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
LLaMAntino 3 ANITA 8B Inst DPO ITA (swap-uniba/LLaMAntino-3-ANITA-8B-Inst-DPO-ITA)

LLaMAntino 3 ANITA 8B Inst DPO ITA Parameters and Internals

Model Type 
text-generation
Use Cases 
Areas:
research, Italian Language applications
Additional Notes 
Multilingual model focusing on English and Italian.
Supported Languages 
en (full proficiency), it (full proficiency)
Training Details 
Data Sources:
gsarti/clean_mc4_it, Chat-Error/wizard_alpaca_dolly_orca, mlabonne/orpo-dpo-mix-40k
Methodology:
Supervised fine-tuning using QLoRA 4bit, DPO approach over the mlabonne/orpo-dpo-mix-40k dataset.
Context Length:
8192
Model Architecture:
Llama 3 architecture
Input Output 
Input Format:
text
Accepted Modalities:
text
Output Format:
text and code
Release Notes 
Version:
10/05/2024
Notes:
Latest updates and improved performance.
LLM NameLLaMAntino 3 ANITA 8B Inst DPO ITA
Repository 🤗https://huggingface.co/swap-uniba/LLaMAntino-3-ANITA-8B-Inst-DPO-ITA 
Model CreatorMarco Polignano - SWAP Research Group
Base Model(s)  Meta Llama 3 8B Instruct   meta-llama/Meta-Llama-3-8B-Instruct
Model Size8b
Required VRAM16.1 GB
Updated2024-12-14
Maintainerswap-uniba
Model Typellama
Instruction-BasedYes
Model Files  5.0 GB: 1-of-4   5.0 GB: 2-of-4   4.9 GB: 3-of-4   1.2 GB: 4-of-4
Supported Languagesen it
Model ArchitectureLlamaForCausalLM
Licensellama3
Context Length8192
Model Max Length8192
Transformers Version4.40.0.dev0
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size128256
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than swap-uniba/LLaMAntino-3-ANITA-8B-Inst-DPO-ITA.

Rank the LLaMAntino 3 ANITA 8B Inst DPO ITA 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 v20241124
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