Implement these once and text generation stops being a black box:
- Greedy decoding, always take the highest probability token
- Temperature scaling, divide logits before softmax to flatten or sharpen the distribution
- Top-k sampling, restrict to the k highest probability tokens before sampling
- Top-p (nucleus) sampling, restrict to the smallest set of tokens whose cumulative probability crosses p
- Repetition penalty, downweight tokens that already showed up in the generated sequence
- Beam search, track several candidate sequences and keep the highest scoring ones at each step
- KV cache, reuse past key and value projections so each new token doesn't recompute attention over the whole sequence from scratch
Built Mimik , a real time programmable voice changer for macOS written in rust.
- It captures audio from your microphone
- processes it through a configurable DSP pipeline
- outputs the transformed audio to a virtual mic
for any application to use
hatsumi is live on https://t.co/Zhzas4k6YU.
cargo install hatsumi
real-time voice changer for macOS, built from scratch in rust. mic in, dsp pipeline, virtual mic out - any app sees it as your input.
what i learned:
- audio callbacks are real-time threads.
- phase vocoders drag formants along = chipmunk voice
- rubber band's formant preservation is what makes it sound like a person
6 presets. user configs. ratatui tui. ~110ms latency.
We spent our entire lives, and human history, under the assumption intelligence was a scarce resource. Now, everyone can summon an inexhaustible IQ machine like it's tap water. And incidentally, the change is so profound our own brains can barely comprehend it.
introducing anydoc
now your agents get 100x faster local parsing for pdf, docx, pptx & 10 more formats
- sub-5ms md conversion
- 500 docx files in 1.7s
- top quality across all 13 formats
- rust-based
- open source
already powering @firecrawl /parse
https://t.co/fVsRsYFNyC
we built pdf-inspector so agents can process PDFs without waiting on OCR. it classifies any PDF in ~20ms and extracts clean markdown locally
→ 200 PDFs processed in 2.8s
→ top quality in extracting tables + graphs
→ built in rust
→ open source
https://t.co/Wjp9kpTHXJ
How simple should prediction markets be?
@cypherzk_
Create a market.
Place a bet.
Done.
Our new landing page is live built to make encrypted prediction markets feel effortless
https://t.co/eNwUxaPBF6
@slice_cares thanks for replying, but he mailed u guys and he didnt got response, so as a twitter i came for him, can u guys help me out in dm, as i have dmed friends issue
@slicebank@rajan_bajaj Hi slice team, one of my friend is using slice account and is a clg student comes from reputed family, but his account is not able to recieve payments due to disabled by slice, can you pls check as he is facing alot of troubles, attaching ss
@slice_cares he is facing multiple issues, as slice was his daily driver for spending and managing finance, would really be great help, if u look into this issue
I hope the candles of this auspicious day gives her enough reason to smile and maybe next time would be able to see her pretty face in golden light reflecting her beautiful smile…