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vLLM ignores LoRA rank_pattern and alpha_pattern and serves the adapter at the wrong scale
The Homelab Postmortem
The Homelab Postmortem
The Homelab Postmortem
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Oct 3
vLLM ignores LoRA rank_pattern and alpha_pattern and serves the adapter at the wrong scale
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llm
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vllm
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lora
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selfhosted
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5 min read
An LLM agent that qualifies B2B leads from AmoCRM: notes from a production build
buildbyalex
buildbyalex
buildbyalex
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Oct 3
An LLM agent that qualifies B2B leads from AmoCRM: notes from a production build
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ai
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llm
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typescript
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automation
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3 min read
AI Has Knowledge, Humans Have Context
XtReL | DevSecOps Builder
XtReL | DevSecOps Builder
XtReL | DevSecOps Builder
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Oct 3
AI Has Knowledge, Humans Have Context
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discuss
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ai
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llm
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writing
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reaction
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7 min read
The model's explanation had the right answer. Its verdict didn't.
Dimitrii Lyomin
Dimitrii Lyomin
Dimitrii Lyomin
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Oct 7
The model's explanation had the right answer. Its verdict didn't.
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llm
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ai
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typescript
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factchecking
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12 min read
Structured Outputs for AI-Generated Financial Models: Schemas Before Spreadsheets
FeasibilityproAI Analysis
FeasibilityproAI Analysis
FeasibilityproAI Analysis
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Oct 3
Structured Outputs for AI-Generated Financial Models: Schemas Before Spreadsheets
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ai
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architecture
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llm
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softwareengineering
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6 min read
How to Protect a Customer-Support Assistant Like Cdiscount's From PII Exfiltration
RESK
RESK
RESK
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Oct 3
How to Protect a Customer-Support Assistant Like Cdiscount's From PII Exfiltration
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security
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llm
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tutorial
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devops
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4 min read
Treat LLM function calls as proposals—validate, execute, then commit
Chris Rodriguez
Chris Rodriguez
Chris Rodriguez
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Oct 4
Treat LLM function calls as proposals—validate, execute, then commit
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architecture
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llm
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security
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softwareengineering
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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
cognitalk
cognitalk
cognitalk
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Oct 3
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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agents
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ai
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llm
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programming
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1 min read
Provider Abstraction for LLMs: From One Provider to Many
Priyanka-Chettri
Priyanka-Chettri
Priyanka-Chettri
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Oct 3
Provider Abstraction for LLMs: From One Provider to Many
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architecture
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backend
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llm
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typescript
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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
cognitalk
cognitalk
cognitalk
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Oct 3
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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agents
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ai
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llm
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opensource
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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?
cognitalk
cognitalk
cognitalk
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Oct 3
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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ai
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llm
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machinelearning
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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
cognitalk
cognitalk
cognitalk
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Oct 3
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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ai
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hardware
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llm
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performance
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2 min read
Clef-Flash: the 9B model that decides instead of chats (I spotted it on DEV·TV)
Shouvik Palit
Shouvik Palit
Shouvik Palit
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Oct 3
Clef-Flash: the 9B model that decides instead of chats (I spotted it on DEV·TV)
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news
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ai
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llm
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4 min read
Five steps from a business problem to an LLM that actually ships
Istiaq Nirab
Istiaq Nirab
Istiaq Nirab
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Oct 2
Five steps from a business problem to an LLM that actually ships
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ai
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llm
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7 min read
Your customer support AI is probably going to fail in production!
Rohan Sen Sharma
Rohan Sen Sharma
Rohan Sen Sharma
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Oct 3
Your customer support AI is probably going to fail in production!
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ai
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llm
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testing
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startup
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6 min read
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