#python#deep_learning#inference#llm#nlp#pytorch#transformer
Nano-vLLM is a small, fast, and easy-to-understand tool for running large language models offline. It matches the speed of bigger systems like vLLM but uses only about 1,200 lines of clean Python code, making it simple to read and modify. It includes smart features like prefix caching and tensor parallelism to boost performance. You can install it easily and run models like Qwen3-0.6B on your own GPU. This tool is great if you want fast, efficient AI inference without complex setups, ideal for learning, research, or small deployments on limited hardware.
https://github.com/GeeeekExplorer/nano-vllm
The Kingfisher $BTC GEX+ is showing some heat!
🟣🔴 Market makers are likely to amplify price swings in the near term.
Watch out for big moves around IV 55, where they're less exposed.
Current bracket [54k, 67k]
#BTC#Options#GEX#Volatility (Not financial advice, DYOR!)
Did you know that BIT exchange has launched the world’s first #TON#options? 👀
BIT’s hosting an #AMA to discuss “How & Why You Need to Trade #TONOptions”
📅Feb 8 2023
⏰19:00PM(SGT)
❓ RT with your UID & comment Qs
🎁 Selected Qs will be rewarded 10USDT each
📍Set your reminder 👉🏼http://bit.ly/3DGN3oz
We'll see you at this 🔥 AMA.
Nasdaq Proposes Huge Options Limit Increase
Nasdaq seeks to raise position and exercise limits for iShares Bitcoin Trust ETF (IBIT) options from 25,000 to 250,000 contracts. Awaiting SEC's approval or denial.
#Nasdaq#Bitcoin#ETF#IBIT#Options#SEC#Crypto#VC
🚀 Bitcoin and Ethereum Options Set to Expire Today
Bitcoin options valued at $1.9 billion are scheduled to expire today at 8:00 a.m. UTC. According to NS3.AI, Ethereum options worth $330 million will also reach expiration at the same time.
#Bitcoin#Ethereum#Options#Expiration#Cryptocurrency#Trading#BTC#ETH
TECHNICAL SUPPORT ON DAILY BASIS
WITH THE BEST TRUSTED AND TRIED TECHNICAL INDICATORS
FUNDAMENTAL ANALYSIS FOR LONG TERM STOCKS
COMMODITY PIONEER
EXCEPTIONAL IN INDEX OTIONS BASED ON OI ANALYSIS
#OPTIONS
#FUTURES
#EQUITYCASH
#MCX
FOR PREMIUM MEMBERSHIP
CALL /DM
https://wa.me/918618508145
TECHNICAL SUPPORT ON DAILY BASIS
WITH THE BEST TRUSTED AND TRIED TECHNICAL INDICATORS
FUNDAMENTAL ANALYSIS FOR LONG TERM STOCKS
COMMODITY PIONEER
EXCEPTIONAL IN INDEX OTIONS BASED ON OI ANALYSIS
#OPTIONS
#FUTURES
#EQUITYCASH
#MCX
FOR PREMIUM MEMBERSHIP
CALL /DM
https://wa.me/918618508145
TECHNICAL SUPPORT ON DAILY BASIS
WITH THE BEST TRUSTED AND TRIED TECHNICAL INDICATORS
FUNDAMENTAL ANALYSIS FOR LONG TERM STOCKS
COMMODITY PIONEER
EXCEPTIONAL IN INDEX OTIONS BASED ON OI ANALYSIS
#OPTIONS
#FUTURES
#EQUITYCASH
#MCX
FOR PREMIUM MEMBERSHIP
CALL /DM
https://wa.me/918618508145
TECHNICAL SUPPORT ON DAILY BASIS
WITH THE BEST TRUSTED AND TRIED TECHNICAL INDICATORS
FUNDAMENTAL ANALYSIS FOR LONG TERM STOCKS
COMMODITY PIONEER
EXCEPTIONAL IN INDEX OTIONS BASED ON OI ANALYSIS
#OPTIONS
#FUTURES
#EQUITYCASH
#MCX
FOR PREMIUM MEMBERSHIP
CALL /DM
https://wa.me/918618508145
TECHNICAL SUPPORT ON DAILY BASIS
WITH THE BEST TRUSTED AND TRIED TECHNICAL INDICATORS
FUNDAMENTAL ANALYSIS FOR LONG TERM STOCKS
COMMODITY PIONEER
EXCEPTIONAL IN INDEX OTIONS BASED ON OI ANALYSIS
#OPTIONS
#FUTURES
#EQUITYCASH
#MCX
FOR PREMIUM MEMBERSHIP
CALL /DM
https://wa.me/918618508145
TECHNICAL SUPPORT ON DAILY BASIS
WITH THE BEST TRUSTED AND TRIED TECHNICAL INDICATORS
FUNDAMENTAL ANALYSIS FOR LONG TERM STOCKS
COMMODITY PIONEER
EXCEPTIONAL IN INDEX OTIONS BASED ON OI ANALYSIS
#OPTIONS
#FUTURES
#EQUITYCASH
#MCX
FOR PREMIUM MEMBERSHIP
CALL /DM
https://wa.me/918618508145