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APT3 1B Instruct V1 by Azurro

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Model Card on HF 🤗: https://huggingface.co/Azurro/APT3-1B-Instruct-v1 

APT3 1B Instruct V1 Benchmarks

LLME Score: 0.18276
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
APT3 1B Instruct V1 (Azurro/APT3-1B-Instruct-v1)

APT3 1B Instruct V1 Parameters and Internals

Model Type 
causal decoder-only, transformer
Use Cases 
Areas:
Scientific purposes, Private use
Limitations:
No moderation mechanisms available, Can produce factually incorrect or offensive outputs
Additional Notes 
The model does not constitute legal advice. Responsibility on third-party actions not accepted.
Supported Languages 
Polish (Native and primary language)
Training Details 
Data Sources:
Speakleash, Azurro's proprietary dataset
Data Volume:
285 GB of text corpus
Methodology:
Fine-tuned with 2.5 million instructions over two epochs on over 1 billion tokens
Hardware Used:
Nvidia RTX 4090 24GB VRAM
Model Architecture:
Transformer architecture similar to Meta AI's LLaMA models
Input Output 
Input Format:
Prompt should be surrounded by `[INST]` and `[/INST]` tokens.
Accepted Modalities:
text
Output Format:
Generated completion is finished by the end-of-sentence token.
LLM NameAPT3 1B Instruct V1
Repository 🤗https://huggingface.co/Azurro/APT3-1B-Instruct-v1 
Model Size1b
Required VRAM4.2 GB
Updated2024-12-22
MaintainerAzurro
Model Typellama
Instruction-BasedYes
Model Files  4.2 GB
Supported Languagespl
Model ArchitectureLlamaForCausalLM
Licensecc-by-nc-4.0
Context Length2048
Model Max Length2048
Transformers Version4.35.2
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size31980
Torch Data Typefloat32

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Vikhr Llama 3.2 1B Instruct128K / 2.5 GB573336
Explore Llama 3.2 1B Inst V1.1128K / 2.5 GB4220
FuseChat Llama 3.2 1B Instruct128K / 2.5 GB4294
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Llama3.2 Typhoon2 1B Instruct128K / 2.5 GB272
... 1B Instruct Medmcqa Zh Linear128K / 4.9 GB4400
Note: green Score (e.g. "73.2") means that the model is better than Azurro/APT3-1B-Instruct-v1.

Rank the APT3 1B Instruct V1 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 v20241217
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