Many people don’t really understand what “model distillation” actually is.
Put simply: American models act as teachers, while Chinese models act as students.
The teacher solves problems, while the Chinese model constantly generates questions;
the teacher provides answers, which the Chinese model takes to train on;
the teacher demonstrates how to reason, and the Chinese model learns by following along.
In the end, the student stands up and says: Look, I can do it too.
😂
Of course, distillation itself is a normal technical method.
But if a model’s most essential capabilities mainly come from re

📚 Everyone studies entries.
Almost nobody writes the rule for when the story breaks.
A thesis without an exit is hope.
Markets tax hope with size. ✍🏻

🚀 Bitcoin is up 22% since August 17, but miners are feeling the pinch! Why are they lagging while exchanges thrive? 🤔 $BTC #CryptoInsights

Do you see the similarities?
Bitcoin made the same pattern as Nvidia and Google did before their pump.
If God wills it 🙏

Crypto pumped into almost every FOMC this year, then dumped 12–14% after.
Me thinks this time is no different...

ZEC surged before pulling back—where is the next support?
ZEC previously surged to around 1297 before pulling back and stabilizing around 1200. Overall, the highs and lows continue to rise, and the bullish trend has not been broken for now.
More importantly, the fundamentals remain strong. Two weeks after the Zcash ETF launched, its assets under management had already exceeded $500 million, with cumulative inflows surpassing $70 million. DCG recently added around $100 million to its ETF investment, significantly increasing institutional interest in ZEC.
#Gate上线打金狗限时免Gas费
Guan Ge’s view remain

【$VTHO Signal】Long + negative funding rate short squeeze / 4H volume surge pullback entry zone
$VTHO 4H trading volume was driven from 870 million to 188 billion, while the price plunged from 0.0004323 straight to 0.0007296, and the current price of 0.0005889 pulled back after touching the upper Bollinger Band. The funding rate is -1.4653%, with shorts continuously paying, while OI remains flat—the short-squeeze fuel is still intact. The order book bid/ask depth ratio is 1.52, with a 20.6% imbalance in bids below, and limit orders are providing support. 1H RSI is 58.03, 4H RSI is 66.88, and bo

#Gate事件合约晒单挑战
When tracking market movements, the most important factor for me is evaluating not just the price, but also trading volume and the sustainability of momentum.
In today’s trades, I am paying close attention to risk management and position sizing, especially in areas of heightened volatility. I believe that rapid movements increase risk just as much as they create opportunities.
My view: Regardless of market direction, determining entry and exit levels in advance is healthier in the long run than trading without a plan.
BTCUSDT 4H — I am taking a cautious stance in the short term.

BTC and ETH have been range-bound for nearly 20 days, and the breakout window is approaching!

BTC is moving sideways around 78300U, while ETH is fluctuating around 2460U.
The nearly 20-day range consolidation is nearing its end, and a major short-term move is highly likely.

A prolonged period of sideways trading could lead to a rally, but beware of the risk of market makers luring buyers in before selling and triggering a rapid plunge.
For trading, prioritize small positions and low leverage, and manage risk carefully.

Pay close attention to next week’s Federal Reserve interest rate meet

Collecting Mid-Autumn gifts from major project teams and exchanges; I’ll take photos and post them on Twitter as mementos, plus no FUD for 1 year.
Honest cooperation, no cheating anyone.

#GateEventContractTradeSharingChallenge 🚀
🔥 TRADE THE EVENT. SHARE THE MOVE. JOIN THE CHALLENGE.
Markets are moving faster than ever, and Gate Event Contracts are giving traders another way to express a simple market view — UP or DOWN.
The idea is straightforward:
You don't need to predict every candle or build a complicated strategy.
You identify the event.
You analyze the market.
You take your position.
And you share the trade.
📊 WHY EVENT CONTRACTS ARE INTERESTING
Traditional trading can involve multiple variables, complicated positions and constant monitoring.
Event Contracts simplify t

Make Great Again
10 profitable days this month, continuing to develop steadily
$AAPL The Apple stock bought last night is also showing some unrealized gains. Can't waste this session—let's get to work
Tomorrow, Friday, is relatively crucial. We can still keep grinding today

#LAPTOPDown99%tFromPeak
LAPTOP has already shown the market how quickly a meme coin can go from price discovery to price destruction. The next question is no longer how high it went — it is whether this market can build a real floor.
LAPTOP is now trading around $0.90, dramatically below the extreme launch prints above $300. The collapse was not a normal correction. The token launched into extremely thin liquidity, experienced aggressive early price discovery, and then reversed almost vertically. Multiple market reports confirm that the launch produced an extraordinary spike followed by a col

📱 Talk about Apple's new product and win 100 USDT
Apple's first foldable-screen iPhone Duo has officially debuted. Can it unlock new growth opportunities for Apple?
Will it become a new catalyst for $AAPL , or has the bullish impact already been priced in?
Bring #苹果发布会 to Gate Square to share your market outlook or trading ideas👇
You can discuss:
The new product's impact on Apple's revenue
How do you view $AAPL 's next steps?
Your trading ideas and execution plan

🏆 10 high-quality creators
Each wins a 100 USDT AAPL position trial voucher + 7 days of promotional support on Gate Square

That crappy incident I ran into while traveling in Qingdao finally got a message from the property management after many days. Whether it’s true or not no longer matters···
Anyway, unless Mars collides with Earth, I’m never going to Qingdao again
China is so big, and the world is so big. With money to spend, why not go anywhere else? Why go to Qingdao just to pay for the “stinky out-of-towner package”😂?

Can I get a gm guys

I had just switched the app to the background, and it suddenly shot up—are you playing hide-and-seek with me? I was only away for a meal, and $UNI UNI went straight up, completing its breakout right before my eyes.
I already felt something was off while it was bottoming out intraday. It couldn’t fall any further, and after moving sideways for so long, volume was still shrinking. That wasn’t weakness—it was building up for a big move. Money was quietly flowing in, and I had one thought at the time: don’t wait, get in first.
It was truly sluggish at first, but the move that followed was truly sa

99.9% of projects on the market, whether altcoins or memecoins, are only pumping to dump, with no exceptions. Once you establish this logic, all that remains is having enough money and strong enough nerves—even if you miss the upside, you can still feast on the downside.