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How to Redact a PDF: Black Out Text Permanently (Free Methods That Actually Work)
19+ hour, 40+ min ago (1085+ words) Sharing a bank statement with your landlord? Sending a contract as a sample of your work? Any time a PDF contains information meant for your eyes only — account numbers, addresses, ID numbers, signatures — you need to redact it before sharing....
Sievpy R. - AI Trainer
1+ day, 4+ hour ago (39+ words) Sievpy R. OpenTrain AI Profile details and reviews are shared with employers who have access to this AI Trainer’s applications. Shared with authorized employers Connect through OpenTrain to discuss skills and experience for AI training and data labeling projects....
vLLM ignores LoRA rank_pattern and alpha_pattern and serves the adapter at the wrong scale
3+ day, 17+ hour ago (460+ words) RTX 2070 (8 GB) on Windows 11, WSL2 Ubuntu, driver 591.86. vLLM 0.30.0 with torch 2.13.0+cu130, PEFT 0.21.2. The model is a randomly initialised two-layer Qwen3 (hidden size 256), so nothing has to be downloaded. The RTX 2070 has no bf16, so everything ran in fp16 (the report used bf16). Four adapters on q_proj and…...
I sent the same prompt in 27 languages. Czech costs 2x English. Chinese costs the same.
6+ day, 12+ hour ago (29+ words) I'm a solo developer in Korea, and for a long time I assumed my Korean prompts were "about 2-3x more... Tagged with ai, llm, showdev, webdev....
What a Licence Under an Image Format Costs You
1+ week, 17+ hour ago (80+ words) Somebody puts a licence under an image format every few years, and everybody else starts converting.... Tagged with opensource, software....
How to turn messy e-commerce reviews into a ranked defect table (no paid API)
1+ week, 1+ day ago (369+ words) I kept watching merchants burn hours copy-pasting reviews from Amazon and TikTok Shop into spreadsheets, trying to figure out why a competitor's product page converts better than theirs. The reviews are right there, in public. The bottleneck is never access…...
Applied Sciences, Vol. 16, Pages 9575: Artificial Intelligence in Support of Differentiating Diagnostic Tools for Basic Two-Point and Three-Point Grips
1+ week, 3+ day ago (269+ words) This article presents the application of artificial intelligence (AI) methods in the process of differentiating and improving diagnostic tools used to assess basic hand grips, including two-point and three-point grips. Particular emphasis was placed on the use of machine learning…...
PolarPro Radial Gradient Filters: In-Camera Color Magic
1+ week, 4+ day ago (146+ words) PolarPro’s Radial Gradient Filters Offer In-Camera Color Magic for Photographers freeyork The filters are available in multiple sizes: 49mm, 67mm, 77mm, and 82mm. They also have a variant for the PolarPro Helix filter system, making them suitable for professional cameras rather than just smartphones....
I Got Tired of Manually Running My Ebook Publication, So I Automated It
1+ week, 4+ day ago (528+ words) Publishing an ebook sounds simple. Write something useful, export a PDF, upload it somewhere, and you're done. But if you want to run an actual publication, the book itself is only one part of the work. I started doing this…...
PDF Tool Stability in the Enterprise: Why Background Process Failures Cost Businesses Time and Money
2+ week, 1+ day ago (325+ words) One of the messages that gets circuited is, “a running instance of Acrobat caused an error.” It is easy to dismiss that as a somewhat minor software glitch. But, it is emblematic of a more systemic issue within the way…...