Instructions to use ai-agnisys/lora_model with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use ai-agnisys/lora_model with Transformers:
# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("ai-agnisys/lora_model", device_map="auto") - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- Unsloth Studio
How to use ai-agnisys/lora_model with Unsloth Studio:
Install Unsloth Studio (macOS, Linux, WSL)
curl -fsSL https://unsloth.ai/install.sh | sh # Run unsloth studio unsloth studio -H 0.0.0.0 -p 8888 # Then open http://localhost:8888 in your browser # Search for ai-agnisys/lora_model to start chatting
Install Unsloth Studio (Windows)
irm https://unsloth.ai/install.ps1 | iex # Run unsloth studio unsloth studio -H 0.0.0.0 -p 8888 # Then open http://localhost:8888 in your browser # Search for ai-agnisys/lora_model to start chatting
Using HuggingFace Spaces for Unsloth
# No setup required # Open https://huggingface.co/spaces/unsloth/studio in your browser # Search for ai-agnisys/lora_model to start chatting
Load model with FastModel
pip install unsloth from unsloth import FastModel model, tokenizer = FastModel.from_pretrained( model_name="ai-agnisys/lora_model", max_seq_length=2048, )
| { | |
| "add_bos_token": true, | |
| "add_eos_token": false, | |
| "add_prefix_space": null, | |
| "added_tokens_decoder": { | |
| "32000": { | |
| "content": "õ", | |
| "lstrip": false, | |
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| "single_word": false, | |
| "special": false | |
| }, | |
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| "content": "÷", | |
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| "normalized": true, | |
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| }, | |
| "32002": { | |
| "content": "Á", | |
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| }, | |
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| "32004": { | |
| "content": "À", | |
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| "32006": { | |
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| }, | |
| "32008": { | |
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| "32009": { | |
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| }, | |
| "32010": { | |
| "content": "ù", | |
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| "single_word": false, | |
| "special": false | |
| }, | |
| "32011": { | |
| "content": "ö", | |
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| "normalized": true, | |
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| }, | |
| "32012": { | |
| "content": "û", | |
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| }, | |
| "32013": { | |
| "content": "<|begin▁of▁sentence|>", | |
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| "special": true | |
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| "32014": { | |
| "content": "<|end▁of▁sentence|>", | |
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| "special": true | |
| }, | |
| "32015": { | |
| "content": "<|fim▁hole|>", | |
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| "32016": { | |
| "content": "<|fim▁begin|>", | |
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| }, | |
| "32017": { | |
| "content": "<|fim▁end|>", | |
| "lstrip": false, | |
| "normalized": true, | |
| "rstrip": false, | |
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| }, | |
| "32018": { | |
| "content": "<pad>", | |
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| }, | |
| "32019": { | |
| "content": "<|User|>", | |
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| "normalized": true, | |
| "rstrip": false, | |
| "single_word": false, | |
| "special": false | |
| }, | |
| "32020": { | |
| "content": "<|Assistant|>", | |
| "lstrip": false, | |
| "normalized": true, | |
| "rstrip": false, | |
| "single_word": false, | |
| "special": false | |
| }, | |
| "32021": { | |
| "content": "<|im_end|>", | |
| "lstrip": false, | |
| "normalized": true, | |
| "rstrip": false, | |
| "single_word": false, | |
| "special": true | |
| } | |
| }, | |
| "bos_token": "<|begin▁of▁sentence|>", | |
| "chat_template": "{% if 'role' in messages[0] %}{% for message in messages %}{% if message['role'] == 'user' %}{{'<|im_start|>user\n' + message['content'] + '<|im_end|>\n'}}{% elif message['role'] == 'assistant' %}{{'<|im_start|>assistant\n' + message['content'] + '<|im_end|>\n' }}{% else %}{{ '<|im_start|>system\n' + message['content'] + '<|im_end|>\n' }}{% endif %}{% endfor %}{% if add_generation_prompt %}{{ '<|im_start|>assistant\n' }}{% endif %}{% else %}{% for message in messages %}{% if message['from'] == 'human' %}{{'<|im_start|>user\n' + message['value'] + '<|im_end|>\n'}}{% elif message['from'] == 'gpt' %}{{'<|im_start|>assistant\n' + message['value'] + '<|im_end|>\n' }}{% else %}{{ '<|im_start|>system\n' + message['value'] + '<|im_end|>\n' }}{% endif %}{% endfor %}{% if add_generation_prompt %}{{ '<|im_start|>assistant\n' }}{% endif %}{% endif %}", | |
| "clean_up_tokenization_spaces": false, | |
| "eos_token": "<|im_end|>", | |
| "extra_special_tokens": {}, | |
| "legacy": true, | |
| "model_max_length": 1000000000000000019884624838656, | |
| "pad_token": "<|end▁of▁sentence|>", | |
| "tokenizer_class": "LlamaTokenizer", | |
| "unk_token": null, | |
| "use_default_system_prompt": false | |
| } | |