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"} ] }'
File size: 4,546 Bytes
936daf6 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 | [
{
"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": []
}
] |