Instructions to use ToPo-ToPo/DeepSeek-V4-Flash-MTP-bf16 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- MLX
How to use ToPo-ToPo/DeepSeek-V4-Flash-MTP-bf16 with MLX:
# Make sure mlx-lm is installed # pip install --upgrade mlx-lm # if on a CUDA device, also pip install mlx[cuda] # Generate text with mlx-lm from mlx_lm import load, generate model, tokenizer = load("ToPo-ToPo/DeepSeek-V4-Flash-MTP-bf16") prompt = "Once upon a time in" text = generate(model, tokenizer, prompt=prompt, verbose=True) - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- LM Studio
- MLX LM
How to use ToPo-ToPo/DeepSeek-V4-Flash-MTP-bf16 with MLX LM:
Generate or start a chat session
# Install MLX LM uv tool install mlx-lm # Generate some text mlx_lm.generate --model "ToPo-ToPo/DeepSeek-V4-Flash-MTP-bf16" --prompt "Once upon a time"
| { | |
| "add_bos_token": false, | |
| "add_eos_token": false, | |
| "bos_token": { | |
| "__type": "AddedToken", | |
| "content": "<|begin▁of▁sentence|>", | |
| "lstrip": false, | |
| "normalized": true, | |
| "rstrip": false, | |
| "single_word": false | |
| }, | |
| "clean_up_tokenization_spaces": false, | |
| "eos_token": { | |
| "__type": "AddedToken", | |
| "content": "<|end▁of▁sentence|>", | |
| "lstrip": false, | |
| "normalized": true, | |
| "rstrip": false, | |
| "single_word": false | |
| }, | |
| "legacy": true, | |
| "model_max_length": 1048576, | |
| "pad_token": { | |
| "__type": "AddedToken", | |
| "content": "<|end▁of▁sentence|>", | |
| "lstrip": false, | |
| "normalized": true, | |
| "rstrip": false, | |
| "single_word": false | |
| }, | |
| "sp_model_kwargs": {}, | |
| "unk_token": null, | |
| "tokenizer_class": "PreTrainedTokenizerFast" | |
| } |