Text Generation
MLX
Safetensors
English
Chinese
deepseek_v4
deepseek-v4
deepseek
quantized
apple-silicon
mixture-of-experts
Mixture of Experts
affine
conversational
6-bit
Instructions to use osmapi/DeepSeek-V4-Flash-6bit-mlx with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- MLX
How to use osmapi/DeepSeek-V4-Flash-6bit-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-6bit-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
- LM Studio
- MLX LM
How to use osmapi/DeepSeek-V4-Flash-6bit-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-6bit-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-6bit-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-6bit-mlx", "messages": [ {"role": "user", "content": "Hello"} ] }'
| [ | |
| { | |
| "role": "system", | |
| "content": "该助手为DeepSeek,由深度求索公司创造。" | |
| }, | |
| { | |
| "role": "latest_reminder", | |
| "content": "2026-02-21,星期六,广州,App,中文" | |
| }, | |
| { | |
| "role": "developer", | |
| "content": "小柴胡冲剂和布洛芬能一起吃吗?\n\nCITATION FORMAT: 【{cursor_id}†L{start_line_id}(-L{end_line_id})?】", | |
| "tools": [ | |
| { | |
| "type": "function", | |
| "function": { | |
| "name": "search", | |
| "description": "Web search. Split multiple queries with '||'.", | |
| "parameters": { | |
| "type": "object", | |
| "properties": { | |
| "queries": { | |
| "type": "string", | |
| "description": "query1||query2" | |
| } | |
| }, | |
| "required": [ | |
| "queries" | |
| ], | |
| "additionalProperties": false, | |
| "$schema": "http://json-schema.org/draft-07/schema#" | |
| } | |
| } | |
| }, | |
| { | |
| "type": "function", | |
| "function": { | |
| "name": "open", | |
| "description": "Batch open IDs (format 【{id}†...】) or URLs.", | |
| "parameters": { | |
| "type": "object", | |
| "properties": { | |
| "open_list": { | |
| "type": "array", | |
| "items": { | |
| "type": "object", | |
| "properties": { | |
| "id": { | |
| "description": "ID or URL", | |
| "anyOf": [ | |
| { | |
| "type": "integer" | |
| }, | |
| { | |
| "type": "string" | |
| } | |
| ], | |
| "default": -1 | |
| }, | |
| "cursor": { | |
| "type": "integer", | |
| "description": "", | |
| "default": -1 | |
| }, | |
| "loc": { | |
| "type": "integer", | |
| "description": "Start line", | |
| "default": -1 | |
| }, | |
| "num_lines": { | |
| "type": "integer", | |
| "description": "", | |
| "default": -1 | |
| }, | |
| "view_source": { | |
| "type": "boolean", | |
| "description": "", | |
| "default": false | |
| } | |
| }, | |
| "additionalProperties": false | |
| }, | |
| "description": "" | |
| } | |
| }, | |
| "required": [ | |
| "open_list" | |
| ], | |
| "additionalProperties": false, | |
| "$schema": "http://json-schema.org/draft-07/schema#" | |
| } | |
| } | |
| }, | |
| { | |
| "type": "function", | |
| "function": { | |
| "name": "find", | |
| "description": "Find exact text pattern in pages.", | |
| "parameters": { | |
| "type": "object", | |
| "properties": { | |
| "find_list": { | |
| "type": "array", | |
| "items": { | |
| "type": "object", | |
| "properties": { | |
| "pattern": { | |
| "type": "string", | |
| "description": "" | |
| }, | |
| "cursor": { | |
| "type": "integer", | |
| "description": "", | |
| "default": -1 | |
| } | |
| }, | |
| "required": [ | |
| "pattern" | |
| ], | |
| "additionalProperties": false | |
| }, | |
| "description": "" | |
| } | |
| }, | |
| "required": [ | |
| "find_list" | |
| ], | |
| "additionalProperties": false, | |
| "$schema": "http://json-schema.org/draft-07/schema#" | |
| } | |
| } | |
| } | |
| ] | |
| }, | |
| { | |
| "role": "assistant", | |
| "content": "", | |
| "reasoning_content": "用户想知道小柴胡冲剂和布洛芬能否一起服用。", | |
| "tool_calls": [ | |
| { | |
| "type": "function", | |
| "function": { | |
| "name": "search", | |
| "arguments": "{\"queries\": \"小柴胡冲剂 布洛芬 相互作用 一起吃\"}" | |
| } | |
| } | |
| ] | |
| }, | |
| { | |
| "role": "tool", | |
| "content": "[0]" | |
| }, | |
| { | |
| "role": "assistant", | |
| "content": "请及时就医。", | |
| "reasoning_content": "现在开始组织回答。", | |
| "tool_calls": [] | |
| } | |
| ] |