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vLLM ignores LoRA rank_pattern and alpha_pattern and serves the adapter at the wrong scale

vLLM ignores LoRA rank_pattern and alpha_pattern and serves the adapter at the wrong scale

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5 min read
An LLM agent that qualifies B2B leads from AmoCRM: notes from a production build

An LLM agent that qualifies B2B leads from AmoCRM: notes from a production build

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3 min read
AI Has Knowledge, Humans Have Context

AI Has Knowledge, Humans Have Context

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7 min read
The model's explanation had the right answer. Its verdict didn't.

The model's explanation had the right answer. Its verdict didn't.

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12 min read
Structured Outputs for AI-Generated Financial Models: Schemas Before Spreadsheets

Structured Outputs for AI-Generated Financial Models: Schemas Before Spreadsheets

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6 min read
How to Protect a Customer-Support Assistant Like Cdiscount's From PII Exfiltration

How to Protect a Customer-Support Assistant Like Cdiscount's From PII Exfiltration

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4 min read
Treat LLM function calls as proposals—validate, execute, then commit

Treat LLM function calls as proposals—validate, execute, then commit

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3 min read
5 fun, easy-to-start, runnable creative projects for JEV | 5个好玩、好上手、能直接跑的创意项目

5 fun, easy-to-start, runnable creative projects for JEV | 5个好玩、好上手、能直接跑的创意项目

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1 min read
Provider Abstraction for LLMs: From One Provider to Many

Provider Abstraction for LLMs: From One Provider to Many

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8 min read
Open-source Jev-like decision models + filtering/ classification middleware | 开源圈里的Jev-like 决策模型 + 过滤/分类中间件

Open-source Jev-like decision models + filtering/ classification middleware | 开源圈里的Jev-like 决策模型 + 过滤/分类中间件

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1 min read
Can JEV / TEV replace Embedding for intent recognition? | Jev / TEV 能不能干掉 Embedding 做意图识别?

Can JEV / TEV replace Embedding for intent recognition? | Jev / TEV 能不能干掉 Embedding 做意图识别?

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1 min read
The Fight for Fast Tokens, TPU v7, Vera Rubin, and Engrams (AI Supply Chain, InferenceX) | AI推理效率之争:从n-gram到AgentX,TPU v7与Vera Rubin的硬件竞赛

The Fight for Fast Tokens, TPU v7, Vera Rubin, and Engrams (AI Supply Chain, InferenceX) | AI推理效率之争:从n-gram到AgentX,TPU v7与Vera Rubin的硬件竞赛

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2 min read
Clef-Flash: the 9B model that decides instead of chats (I spotted it on DEV·TV)

Clef-Flash: the 9B model that decides instead of chats (I spotted it on DEV·TV)

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4 min read
Five steps from a business problem to an LLM that actually ships

Five steps from a business problem to an LLM that actually ships

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7 min read
Your customer support AI is probably going to fail in production!

Your customer support AI is probably going to fail in production!

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6 min read
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