Text Generation
MLX
Safetensors
English
Chinese
deepseek_v4
deepseek-v4
deepseek
quantized
apple-silicon
mixture-of-experts
Mixture of Experts
mxtq
turboquant
jang
jangtq
conversational
2.3-bit
Instructions to use osmapi/DeepSeek-V4-Flash-TQ-Q2.3-MLX with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- MLX
How to use osmapi/DeepSeek-V4-Flash-TQ-Q2.3-MLX with MLX:
# Make sure mlx-lm is installed # pip install --upgrade mlx-lm # Generate text with mlx-lm from mlx_lm import load, generate model, tokenizer = load("osmapi/DeepSeek-V4-Flash-TQ-Q2.3-MLX") prompt = "Write a story about Einstein" messages = [{"role": "user", "content": prompt}] prompt = tokenizer.apply_chat_template( messages, add_generation_prompt=True ) text = generate(model, tokenizer, prompt=prompt, verbose=True) - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- LM Studio
- MLX LM
How to use osmapi/DeepSeek-V4-Flash-TQ-Q2.3-MLX with MLX LM:
Generate or start a chat session
# Install MLX LM uv tool install mlx-lm # Interactive chat REPL mlx_lm.chat --model "osmapi/DeepSeek-V4-Flash-TQ-Q2.3-MLX"
Run an OpenAI-compatible server
# Install MLX LM uv tool install mlx-lm # Start the server mlx_lm.server --model "osmapi/DeepSeek-V4-Flash-TQ-Q2.3-MLX" # Calling the OpenAI-compatible server with curl curl -X POST "http://localhost:8000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "osmapi/DeepSeek-V4-Flash-TQ-Q2.3-MLX", "messages": [ {"role": "user", "content": "Hello"} ] }'
| { | |
| "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", | |
| "eos_token_id": [ | |
| 1, | |
| 128803 | |
| ] | |
| } |