Monarch 1 by AfricaComputeFund

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  Africa   Autotrain   Autotrain compatible Base model:finetune:mistralai/... Base model:mistralai/mistral-7...   Conversational Dataset:custom-curated-african...   En   Endpoints compatible   Finetuned   Instruct   Lora   Mistral   Monarch   Monarch-1   Peft   Region:us   Safetensors   Sharded   Tensorboard   Tensorflow

Monarch 1 Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Monarch 1 (AfricaComputeFund/Monarch-1)

Monarch 1 Parameters and Internals

LLM NameMonarch 1
Repository ๐Ÿค—https://huggingface.co/AfricaComputeFund/Monarch-1 
Base Model(s)  mistralai/Mistral-7B-Instruct-v0.3   mistralai/Mistral-7B-Instruct-v0.3
Model Size7b
Required VRAM14.5 GB
Updated2025-03-12
MaintainerAfricaComputeFund
Instruction-BasedYes
Model Files  0.2 GB   5.0 GB: 1-of-3   5.0 GB: 2-of-3   4.5 GB: 3-of-3   0.0 GB
Supported Languagesen
Model ArchitectureAutoModelForCausalLM
Licenseother
Is Biasednone
Tokenizer ClassLlamaTokenizer
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesup_proj|v_proj|down_proj|o_proj|q_proj|gate_proj|k_proj
LoRA Alpha32
LoRA Dropout0.05
R Param16

Best Alternatives to Monarch 1

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Context / RAM
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Likes
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...ralai Mistral 7B Instruct V0.332K / 14.5 GB1701
Mistral 7B Instruct V0.332K / 14.5 GB100
Full V4 Astromistral Final32K / 4.5 GB541
Mistral 7B Instruct Uz0K / 14.5 GB23511
...phyr 7B Beta Agent Instruct V30K / 0.7 GB131
Cuscuz 7B0K / 14.4 GB801
Code Llama Python0K / 0.3 GB41
Note: green Score (e.g. "73.2") means that the model is better than AfricaComputeFund/Monarch-1.

Rank the Monarch 1 Capabilities

๐Ÿ†˜ 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! ๐ŸŒŸ

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