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  ---
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- base_model: unsloth/llama-3.2-1b-instruct-unsloth-bnb-4bit
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  tags:
 
 
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  - text-generation-inference
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  - transformers
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  - unsloth
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  - llama
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- - gguf
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- license: apache-2.0
 
 
 
 
 
 
 
 
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  language:
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  - en
 
 
 
 
 
 
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  ---
 
 
 
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- # Uploaded model
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-
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- - **Developed by:** N-Bot-Int
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- - **License:** apache-2.0
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- - **Finetuned from model :** unsloth/llama-3.2-1b-instruct-unsloth-bnb-4bit
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- This llama model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library.
 
 
 
 
 
 
 
 
 
 
 
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- [<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth)
 
 
 
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  ---
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+ license: apache-2.0
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  tags:
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+ - unsloth
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+ - Uncensored
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  - text-generation-inference
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  - transformers
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  - unsloth
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  - llama
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+ - trl
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+ - roleplay
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+ - conversational
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+ datasets:
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+ - iamketan25/roleplay-instructions-dataset
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+ - N-Bot-Int/Iris-Uncensored-R1
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+ - N-Bot-Int/Moshpit-Combined-R2-Uncensored
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+ - N-Bot-Int/Mushed-Dataset-Uncensored
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+ - N-Bot-Int/Muncher-R1-Uncensored
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+ - N-Bot-Int/Millia-R1_DPO
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  language:
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  - en
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+ base_model:
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+ - N-Bot-Int/MiniMaid-L2
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+ pipeline_tag: text-generation
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+ library_name: peft
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+ metrics:
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+ - character
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  ---
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+ ![image/png](https://cdn-uploads.huggingface.co/production/uploads/6633a73004501e16e7896b86/nQ1ZaTkikZLPfg8VTWnXL.png)
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+ # GGUF Version
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+ **GGUF** with Quants! Allowing you to run models using KoboldCPP and other AI Environments!
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+ # Quantizations:
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+ | Quant Type | Benefits | Cons |
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+ |---------------|---------------------------------------------------|---------------------------------------------------|
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+ | **Q4_K_M** | βœ… Smallest size (fastest inference) | ❌ Lowest accuracy compared to other quants |
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+ | | βœ… Requires the least VRAM/RAM | ❌ May struggle with complex reasoning |
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+ | | βœ… Ideal for edge devices & low-resource setups | ❌ Can produce slightly degraded text quality |
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+ | **Q5_K_M** | βœ… Better accuracy than Q4, while still compact | ❌ Slightly larger model size than Q4 |
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+ | | βœ… Good balance between speed and precision | ❌ Needs a bit more VRAM than Q4 |
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+ | | βœ… Works well on mid-range GPUs | ❌ Still not as accurate as higher-bit models |
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+ | **Q8_0** | βœ… Highest accuracy (closest to full model) | ❌ Requires significantly more VRAM/RAM |
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+ | | βœ… Best for complex reasoning & detailed outputs | ❌ Slower inference compared to Q4 & Q5 |
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+ | | βœ… Suitable for high-end GPUs & serious workloads | ❌ Larger file size (takes more storage) |
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+ # Model Details:
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+ Read the Model details on huggingface
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+ [Model Detail Here!](https://huggingface.co/N-Bot-Int/MiniMaid-L2)