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Mallam 1.1B 4096 by mesolitica

 »  All LLMs  »  mesolitica  »  Mallam 1.1B 4096   URL Share it on

  972   
  Autotrain compatible   Endpoints compatible   Mistral   Ms   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/mesolitica/mallam-1.1B-4096 

Mallam 1.1B 4096 Benchmarks

LLME Score: 0.16583
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Mallam 1.1B 4096 (mesolitica/mallam-1.1B-4096)

Mallam 1.1B 4096 Parameters and Internals

Model Type 
text generation, language model
Supported Languages 
malay (native)
Training Details 
Data Sources:
https://github.com/malaysia-ai/dedup-text-dataset/tree/main/pretrain-llm
Data Volume:
90 billion tokens
Methodology:
Pretrain from scratch
Context Length:
4096
Hardware Used:
Ray cluster of 5 nodes with 4x A100 80GB each
Model Architecture:
Mistral
Input Output 
Input Format:
text
Accepted Modalities:
text
Output Format:
text
LLM NameMallam 1.1B 4096
Repository 🤗https://huggingface.co/mesolitica/mallam-1.1B-4096 
Model Size1.1b
Required VRAM2.2 GB
Updated2025-02-05
Maintainermesolitica
Model Typemistral
Model Files  2.2 GB
Supported Languagesms
Model ArchitectureMistralForCausalLM
Context Length32768
Model Max Length32768
Transformers Version4.36.0.dev0
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<pad>
Vocabulary Size32000
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than mesolitica/mallam-1.1B-4096.

Rank the Mallam 1.1B 4096 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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