Instructions to use MRV1N2/Custom_GLM-4.6V-Flash with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use MRV1N2/Custom_GLM-4.6V-Flash with Transformers:
# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("MRV1N2/Custom_GLM-4.6V-Flash", device_map="auto") - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- Unsloth Studio
How to use MRV1N2/Custom_GLM-4.6V-Flash 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 MRV1N2/Custom_GLM-4.6V-Flash 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 MRV1N2/Custom_GLM-4.6V-Flash to start chatting
Using HuggingFace Spaces for Unsloth
# No setup required # Open https://huggingface.co/spaces/unsloth/studio in your browser # Search for MRV1N2/Custom_GLM-4.6V-Flash to start chatting
Load model with FastModel
pip install unsloth from unsloth import FastModel model, tokenizer = FastModel.from_pretrained( model_name="MRV1N2/Custom_GLM-4.6V-Flash", max_seq_length=2048, )
| { | |
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| } | |
| }, | |
| "additional_special_tokens": [ | |
| "<|endoftext|>", | |
| "[MASK]", | |
| "[gMASK]", | |
| "[sMASK]", | |
| "<sop>", | |
| "<eop>", | |
| "<|system|>", | |
| "<|user|>", | |
| "<|assistant|>", | |
| "<|observation|>", | |
| "<|begin_of_image|>", | |
| "<|end_of_image|>", | |
| "<|begin_of_video|>", | |
| "<|end_of_video|>", | |
| "<|begin_of_audio|>", | |
| "<|end_of_audio|>", | |
| "<|image|>", | |
| "<|video|>", | |
| "<|begin_of_transcription|>", | |
| "<|end_of_transcription|>", | |
| "<|code_prefix|>", | |
| "<|code_middle|>", | |
| "<|code_suffix|>", | |
| "/nothink" | |
| ], | |
| "bos_token": null, | |
| "clean_up_tokenization_spaces": false, | |
| "do_lower_case": false, | |
| "eos_token": "<|endoftext|>", | |
| "extra_special_tokens": {}, | |
| "model_max_length": 131072, | |
| "pad_token": "[MASK]", | |
| "padding_side": "right", | |
| "remove_space": false, | |
| "tokenizer_class": "PreTrainedTokenizerFast", | |
| "unk_token": null | |
| } | |