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Jais Adapted 7B Chat Natural Farmer Lora Merged Full by Solshine

 »  All LLMs  »  Solshine  »  Jais Adapted 7B Chat Natural Farmer Lora Merged Full   URL Share it on

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  Merged Model   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-merged-full 

Jais Adapted 7B Chat Natural Farmer Lora Merged Full Benchmarks

LLME Score: 0.17758
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 Merged Full (Solshine/jais-adapted-7b-chat-Natural-Farmer-lora-merged-full)
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Jais Adapted 7B Chat Natural Farmer Lora Merged Full Parameters and Internals

Model Type 
text generation, transformers
Use Cases 
Areas:
agriculture, farming
Applications:
natural farming advise
Primary Use Cases:
real-world farming operation conversations
Additional Notes 
This model is a finetuned version of inceptionai/jais-adapted-7b-chat with dataset focused on natural farming using LORA adapter. It was trained to be 2x faster using the Unsloth and Huggingface's TRL library.
Supported Languages 
English (fluent), Arabic (fluent)
Training Details 
Data Sources:
CopyleftCultivars/Natural-Farming-Real-QandA-Conversations-Q1-2024-Update
Methodology:
LORA adapter training and merging for fine-tuning on specific dataset with unsloth optimizations
Hardware Used:
1 GPU
Input Output 
Accepted Modalities:
text
LLM NameJais Adapted 7B Chat Natural Farmer Lora Merged Full
Repository 🤗https://huggingface.co/Solshine/jais-adapted-7b-chat-Natural-Farmer-lora-merged-full 
Base Model(s)  Jais Adapted 7B Chat   inceptionai/jais-adapted-7b-chat
Merged ModelYes
Model Size7b
Required VRAM4.4 GB
Updated2024-09-18
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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Instruction Following and Task Automation  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124
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