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Jais Adapted 7B Chat Natural Farmer Lora Tuned Model Full by Solshine

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  4-bit   Agriculture   Ar   Autotrain compatible Base model:adapter:inceptionai... Base model:inceptionai/jais-ad...   Bitsandbytes   Conversational   En   Endpoints compatible   Farming   Jais   Llama   Lora   Region:us   Safetensors   Unsloth
Model Card on HF 🤗: https://huggingface.co/Solshine/jais-adapted-7b-chat-Natural-Farmer-lora-tuned-model-full 

Jais Adapted 7B Chat Natural Farmer Lora Tuned Model Full Benchmarks

LLME Score: 0.19745
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Jais Adapted 7B Chat Natural Farmer Lora Tuned Model Full (Solshine/jais-adapted-7b-chat-Natural-Farmer-lora-tuned-model-full)

Jais Adapted 7B Chat Natural Farmer Lora Tuned Model Full Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
agriculture, farming
Supported Languages 
English (supported), Arabic (supported)
Training Details 
Data Sources:
CopyleftCultivars/Natural-Farming-Real-QandA-Conversations-Q1-2024-Update
Methodology:
LORA adapter merged with base model
Hardware Used:
Num GPUs = 1
Model Architecture:
Llama
LLM NameJais Adapted 7B Chat Natural Farmer Lora Tuned Model Full
Repository 🤗https://huggingface.co/Solshine/jais-adapted-7b-chat-Natural-Farmer-lora-tuned-model-full 
Base Model(s)  Jais Adapted 7B Chat   inceptionai/jais-adapted-7b-chat
Model Size7b
Required VRAM4.4 GB
Updated2025-05-15
MaintainerSolshine
Model Typellama
Model Files  4.4 GB
Supported Languagesen ar
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length4096
Model Max Length4096
Transformers Version4.42.4
Tokenizer ClassLlamaTokenizer
Vocabulary Size64000
LoRA ModelYes
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than Solshine/jais-adapted-7b-chat-Natural-Farmer-lora-tuned-model-full.

Rank the Jais Adapted 7B Chat Natural Farmer Lora Tuned Model Full 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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