Xino Adapter is an open-source language model by XINO-AMAN. Features: 8b LLM, VRAM: 0.2GB, Quantized.
Arxiv:1910.09700 4bit Base model:adapter:unsloth/lla... Base model:unsloth/llama-3-8b-... Lora Peft Quantized Region:us Safetensors Sft Trl Unsloth
Model Card on HF 🤗: https://huggingface.co/XINO-AMAN/xino-adapter
Xino Adapter Parameters and Internals
| LLM Name | Xino Adapter |
| Repository 🤗 | https://huggingface.co/XINO-AMAN/xino-adapter |
| Base Model(s) | |
| Model Size | 8b |
| Required VRAM | 0.2 GB |
| Updated | 2026-05-02 |
| Maintainer | XINO-AMAN |
| Model Files | |
| Quantization Type | 4bit |
| Model Architecture | AutoModel |
| Model Max Length | 8192 |
| Is Biased | none |
| Tokenizer Class | TokenizersBackend |
| Padding Token | <|reserved_special_token_250|> |
| PEFT Type | LORA |
| LoRA Model | Yes |
| PEFT Target Modules | o_proj|q_proj|k_proj|down_proj|gate_proj|up_proj|v_proj |
| LoRA Alpha | 16 |
| LoRA Dropout | 0 |
| R Param | 16 |
Best Alternatives to Xino Adapter
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| Torki Lora | 0K / 0 GB | 5 | 0 |
| Llama3.1 8B Reflection Lora | 0K / 0.3 GB | 0 | 1 |
| ...a 3 8B Bnb 4bit Robot Instruct | 0K / 0.2 GB | 8 | 0 |
| Llama 3 Instruct LiPPA LoRA 8B | 0K / 2.7 GB | 6 | 0 |
| ...lama 3 LimaRP Instruct LoRA 8B | 0K / 2.7 GB | 5 | 0 |
| Educate Ai | 0K / 0.2 GB | 6 | 0 |
| Lora Model | 0K / 0.7 GB | 0 | 1 |
| Llama Lora Model Unsloth | 0K / 0.7 GB | 0 | 1 |
| DECYPHERS PRIME 2.0 | 0K / 0.2 GB | 0 | 1 |
| ...uct Bnb Lora MedicalQnADataset | 0K / 0.3 GB | 0 | 1 |
Note: green Score (e.g. "73.2") means that the model is better than XINO-AMAN/xino-adapter .
Rank the Xino Adapter Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
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Release v20260328a