Mallam 1.1B 20K Instructions by mesolitica

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  Autotrain compatible   Conversational   Endpoints compatible   Instruct   Mistral   Ms   Region:us   Safetensors

Mallam 1.1B 20K Instructions Benchmarks

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 20K Instructions (mesolitica/mallam-1.1b-20k-instructions)

Mallam 1.1B 20K Instructions Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
Research, Quick demonstration
Primary Use Cases:
Fine-tuning for text generation
Limitations:
Minimal moderation mechanisms
Additional Notes 
Demonstrates ease of fine-tuning Mistral-based models.
Supported Languages 
Malay (fluent)
Training Details 
Data Sources:
https://huggingface.co/collections/mesolitica/malaysian-synthetic-dataset-656c2673fe7fe0b1e9e25fe2
Data Volume:
Malaysian instructions dataset
Methodology:
Finetuning on Mistral Instruct chat template
Context Length:
20480
Input Output 
Input Format:
Mistral chat template
Accepted Modalities:
text
Output Format:
Generated text response
LLM NameMallam 1.1B 20K Instructions
Repository ๐Ÿค—https://huggingface.co/mesolitica/mallam-1.1b-20k-instructions 
Model Size1b
Required VRAM2.2 GB
Updated2025-02-22
Maintainermesolitica
Model Typemistral
Instruction-BasedYes
Model Files  2.2 GB
Supported Languagesms
Model ArchitectureMistralForCausalLM
Context Length32768
Model Max Length32768
Transformers Version4.35.2
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<pad>
Vocabulary Size32000
Torch Data Typebfloat16

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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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227