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Apple Research Team Breaks Through AI Programming Bottleneck: Let Open Source Models Learn SwiftUI Interface Development

Apple's UICoder uses auto-feedback to fine-tune open-source models for SwiftUI UI development, addressing the scarcity of UI code examples.....

11k 3 days ago
Apple Research Team Breaks Through AI Programming Bottleneck: Let Open Source Models Learn SwiftUI Interface Development

Models

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qwen3-coder-plus

Alibaba

qwen3-coder-plus

$4

Input tokens/M

$16

Output tokens/M

1k

Context Length

qwen3-coder-flash

Alibaba

qwen3-coder-flash

$1

Input tokens/M

$4

Output tokens/M

1k

Context Length

Qianfan-QI-VL

Baidu

Qianfan-QI-VL

-

Input tokens/M

-

Output tokens/M

32

Context Length

QianfanHuijin-8B

Baidu

QianfanHuijin-8B

-

Input tokens/M

-

Output tokens/M

32

Context Length

Qianfan-Llama-VL-8B

Baidu

Qianfan-Llama-VL-8B

-

Input tokens/M

-

Output tokens/M

32

Context Length

Gemma 3 4B

Google

Gemma 3 4B

$0.14

Input tokens/M

$0.28

Output tokens/M

131

Context Length

CogView-4

Chatglm

CogView-4

-

Input tokens/M

-

Output tokens/M

-

Context Length

Qwen_v2.5_1.5b_base

Alibaba

Qwen_v2.5_1.5b_base

$2

Input tokens/M

-

Output tokens/M

32

Context Length

Qwen_v2.5_1.5b_Instruct

Alibaba

Qwen_v2.5_1.5b_Instruct

$2

Input tokens/M

-

Output tokens/M

32

Context Length

Qwen_v2.5_0.5b_Instruct

Alibaba

Qwen_v2.5_0.5b_Instruct

$2

Input tokens/M

-

Output tokens/M

128

Context Length

Gemini 1.5 Flash

Google

Gemini 1.5 Flash

$1.05

Input tokens/M

$4.2

Output tokens/M

1k

Context Length

Baichuan-7B

Baichuan

Baichuan-7B

-

Input tokens/M

-

Output tokens/M

4

Context Length

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