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BanglaLLama 3 8B Unolp Culturax Instruct V0.0.1 by BanglaLLM

 »  All LLMs  »  BanglaLLM  »  BanglaLLama 3 8B Unolp Culturax Instruct V0.0.1   URL Share it on

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  Bangla   Banglallm   Banglanlp Base model:finetune:meta-llama... Base model:meta-llama/llama-3....   Bn Dataset:banglallm/bangla-alpac...   Dataset:uonlp/culturax   En   Instruct   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/BanglaLLM/BanglaLLama-3-8b-unolp-culturax-instruct-v0.0.1 

BanglaLLama 3 8B Unolp Culturax Instruct V0.0.1 Benchmarks

LLME Score: 0.22921
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
BanglaLLama 3 8B Unolp Culturax Instruct V0.0.1 (BanglaLLM/BanglaLLama-3-8b-unolp-culturax-instruct-v0.0.1)

BanglaLLama 3 8B Unolp Culturax Instruct V0.0.1 Parameters and Internals

Model Type 
Causal Language Modeling, Instruction
Additional Notes 
Models have impressive linguistic capabilities but may generate harmful content.
Supported Languages 
Bangla (extensive vocabulary of 16,000 tokens), English (available)
Training Details 
Data Sources:
uonlp/CulturaX, BanglaLLM/bangla-alpaca-orca
Methodology:
finetuned with BanglaLLM/bangla-alpaca-orca
Model Architecture:
Bangla LLaMA models with 16,000-token vocabulary
LLM NameBanglaLLama 3 8B Unolp Culturax Instruct V0.0.1
Repository 🤗https://huggingface.co/BanglaLLM/BanglaLLama-3-8b-unolp-culturax-instruct-v0.0.1 
Base Model(s)  meta-llama/Meta-Llama-3.1-8B   meta-llama/Meta-Llama-3.1-8B
Model Size8b
Required VRAM16.1 GB
Updated2024-10-04
MaintainerBanglaLLM
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 Languagesbn en
Model ArchitectureLlamaForCausalLM
Licensellama3
Context Length8192
Model Max Length8192
Transformers Version4.44.2
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|end_of_text|>
Vocabulary Size128256
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than BanglaLLM/BanglaLLama-3-8b-unolp-culturax-instruct-v0.0.1.

Rank the BanglaLLama 3 8B Unolp Culturax Instruct V0.0.1 Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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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