#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
FTX/Alameda unstake 197,637 $SOL, valued at 17.07M.
https://solscan.io/account/H4yiPhdSsmSMJTznXzmZvdqWuhxDRzzkoQMEWXZ6agFZ#transfers
https://x.com/OnchainLens/status/2031919069579132969
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FTX/Alameda unstaked 196,611 $SOL, valued at $15.97M.
https://solscan.io/account/H4yiPhdSsmSMJTznXzmZvdqWuhxDRzzkoQMEWXZ6agFZ#transfers
https://x.com/OnchainLens/status/2021521751658881497
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FTX/Alameda unstaked 195,669 $SOL, valued at $27.98M.
https://solscan.io/account/HoBeML5zvsmNGn5fXXKADEdSKK9G7qSBFxVFwoRQsyMx#transfers
https://x.com/OnchainLens/status/2010864084745584724
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A whale deposited 51,750 $SOL worth $4.75M into #Binance after being dormant for 7 months, realizing a loss of $4.37M
The whale initially withdrew 50,000 $SOL for $9.12M and sent it for staking.
https://solscan.io/account/HnsXQEWHrHQQa8E3ok1D1EkmK9Muwmt8C14urBhc9iyq#transfers
https://x.com/OnchainLens/status/2036701947693240644
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A whale withdrew 48,744 $SOL, worth $6.15M, from #OKX and sent it for staking.
In total, the whale has withdrawn and staked 1,231,861 $SOL ($186.09M) since August 22, 2025. Currently, these $SOL are valued at $155.68M, resulting in a loss of $30.4M.
https://solscan.io/account/GcJFx1MZJ8Zn7PwtRprnzrXz4NyApdm16yAkCFQ4JvG#transfers
https://x.com/OnchainLens/status/2002256392284221914
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A whale withdrew 100,000 $SOL worth $9.93M from #Bybit and sent it for staking after 2 months.
https://solscan.io/account/9bcNtnFMBgRuiXq2jF5XG8CVGzqfBCpm1sMrBPTEuboq#transfers
https://x.com/OnchainLens/status/2018845766056550470
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In the past 24 hours, a whale has unstaked 170K $SOL ($14.85M) and deposited it into #Kraken.
The whale still has 457,937 $SOL ($38.9M) staked.
https://solscan.io/account/7VMTVroogF6GhVunnUWF9hX8JiXqPHiZoG3VKAe64Ckt#transfers
https://x.com/OnchainLens/status/2037469340887593046
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A wallet linked to the Pump.fun team or investor deposited 2.34B $PUMP worth $4M into #Bitget.
https://solscan.io/account/5v7ZZg1D1si417WhUQF9Br2dRQEnd1sTbCfesscUCVKE#transfers
https://x.com/OnchainLens/status/2041552240666915231
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A wallet linked to the Pump.fun team deposited 1.757B $PUMP worth $3.54M into #Bitget.
The wallet still holds 12.3B $PUMP ($24.77M).
https://solscan.io/account/5v7ZZg1D1si417WhUQF9Br2dRQEnd1sTbCfesscUCVKE#transfers
https://x.com/OnchainLens/status/2029719672535544181
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After 5 months of dormancy, a whale withdrew 50,000 $SOL ($4.25M) from #Binance and #Bybit, then sent it for staking.
https://solscan.io/account/8iZyywnZu1yBPPNkQLgpPZyBtuzGG9rjNLGggKaGozXD#transfers
https://x.com/OnchainLens/status/2025436744360096170
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Trump Meme Team Allocation Wallet sent 5.267M $TRUMP, worth $22.44M, into a #BitGo Custody wallet. Are we selling via OTC? https://solscan.io/account/AduisyNJFAxo49tDQmJUN7Ujc2xAmgmfjJqTaPptPUU4#transfers https://x.com/OnchainLens/status/2018495068852871321…
Trump Meme Team Allocation Wallet sent 5.267M $TRUMP, worth $22.44M, into a #BitGo Custody wallet.
Are we selling via OTC?
https://solscan.io/account/AduisyNJFAxo49tDQmJUN7Ujc2xAmgmfjJqTaPptPUU4#transfers
https://x.com/OnchainLens/status/2018495068852871321
Follow @onchainlens for more onchain updates