以下部分引用 AI 总结，现阶段 AI 仍然有幻觉。请以内容的原文为准。
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DeepSeek Flash
10 atoms · 跨 3 天 · 首见 2026-04-25 · 最近 2026-05-04
三色: 🟦 fact 6 · 🟥 take 4 · stance ▲3/▼2/◆3
来源: X 10
时态: fresh:6 · aging:4
标签: 好观点:5 · 好数字:4 · 好信源:1
叙事 (narrative) (4)
- 2026-04-25
[老化中] · performance vs Qwen 3.6 27B
DeepSeek Flash is doing well by being 5 points above and Qwen
tags: 好观点 · → daily
value: qty=5 points above
- 2026-05-04
[老化中] · 代理场景与编程任务表现对比
In my opinion DeepSeek flash might be a better model for agentic use and daily coding tasks , because the reasoning tokens are not valuable, all they do is fetch from db, web and do tool calls.
tags: 好观点 · → daily
- 2026-05-04
[老化中] · 长上下文实用性
Therefore, it’s never really utilizes 1M context other than needle in haystacks.
tags: 好观点 · → daily
- 2026-04-25
[老化中] · comparison to Qwen 3.6-Plus
Even Flash is >>> Qwen 3.6-Plus
tags: 好观点 · → daily
事实 (fact) (6)
- 2026-04-30 · 模型权重将开源
The model weights will be integrated into our foundation model and released in the future.
tags: 好信源 · → daily
- 2026-04-30 · KV缓存条目数量
90 KV cache entries per 800^2 image.
tags: 好数字 · → daily
value: qty=90 · unit=entries per 800^2 image
- 2026-04-25 · active parameters
DeepSeek flash had only 13B active parameters
tags: 好数字 · → daily
value: qty=13B
- 2026-04-25 · parameter bit precision
DeepSeek Flash’s parameters that are mostly 4 bit
tags: 好数字 · → daily
value: qty=4 bit
- 2026-04-25 · 峰值性能
they peak at 388 tok per card with MTP-3
tags: 好数字 · → daily
value: qty=388 tok per card with MTP-3
- 2026-04-30 · Overall reasoning capability sits between
Overall reasoning capability sits between DeepSeek Flash and V4-Pro
tags: 好观点 · → daily
value: direction=between
时间轴 (近 20)
- 2026-05-04 ·
narrative · 代理场景与编程任务表现对比 · → daily
- 2026-05-04 ·
narrative · 长上下文实用性 · → daily
- 2026-04-30 ·
fact · Overall reasoning capability sits between · → daily
- 2026-04-30 ·
fact · 模型权重将开源 · → daily
- 2026-04-30 ·
fact · KV缓存条目数量 · → daily
- 2026-04-25 ·
fact · active parameters · → daily
- 2026-04-25 ·
fact · parameter bit precision · → daily
- 2026-04-25 ·
narrative · performance vs Qwen 3.6 27B · → daily
- 2026-04-25 ·
narrative · comparison to Qwen 3.6-Plus · → daily
- 2026-04-25 ·
fact · 峰值性能 · → daily
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