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Shaq Forde doing some individual finishing training, in Valencia 🇪🇸 🎥 Cole Dasilva on TikTok #UTG ⛽️ | #BristolRovers 🔵⚪️

34,159 görüntüleme • 2 ay önce •via X (Twitter)

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‼️🚨🔵PRESSER🔵🚨‼️ 🎙 Enzo Maresca's Full Pre-Leeds United Press Conference – Part 1/2 🔹 Enzo Maresca on the team news: "Everyone is fine 👍🏽. Romeo is still recovering. Dario — he was okay and started some sessions with us. He now needs to slow down a little bit. He will be out again, hopefully nothing important." 🤕⚠️ 🔹 Enzo Maresca on if James starts: "It's complicated. I would like to start him every game, but we need to see." 😅🔵 🔹 Enzo Maresca on James midfield plan: "He can play in both positions. He has been a full-back his whole life, and he has also played as a midfielder. He can be good in both positions. When we decide for him as a midfielder, we want physicality in the middle 💪🏽. It depends on the game plan, but as you said, he is doing very well in both positions." 🔵⚽ 🔹 Enzo Maresca on Sánchez improvement: "I think Robert, in terms of saving, has always been good 🧤. Since day one, our build-up depends on how the other team presses. Robert's game against Arsenal was also one of his best games in terms of build-up. He is improving especially in the build-up." 📈🔵 🔹 Enzo Maresca on less distance covered against 'lesser teams': "It's probably also the way the other teams try to defend against us. When they just sit back, there is not much space to cover in terms of space in behind. So it depends on how the other teams set up." 🏟️〽️ 🔹 Enzo Maresca on Cole Palmer: "He is available. He was on the bench last game. With 10 players, it was more complicated for Cole because he needs to come back in terms of fitness condition. The idea is to give him some minutes until he can play 90 minutes." ⚽🔥 #CFC | #Chelsea | #LEECHE | #Interviews 📲 CFC_ChelseaFC via Telegram 🎥ChelseaFootballClub via Youtube

Miki Djan

25,530 görüntüleme • 9 ay önce

‼️🚨🔵PRESSER🔵🚨‼️ 🎙 Enzo Maresca’s Full Pre–Aston Villa Press Conference (Part 1 & 2) 🔹 Enzo Maresca on Delap and Estevão: “Both are available following their injuries.” ✅💪🏽 🔹 Enzo Maresca on if he would swap Morgan Rogers for Cole Palmer: “No. Because I love Cole ❤️ and Cole is my player.” 🔵 🔹 Enzo Maresca on Antoine Semenyo: “I’m focused on Aston Villa 🎯. Not on players who can arrive and leave. I’m in love with the squad we have.” 💙✨ 🔹 Enzo Maresca on Cole Palmer: “He is ready to play a full 90 minutes if needed.” ⏱️⚽ ⸻ 🔹 Enzo Maresca on any developments / the ‘worst 48 hours’ quote: “No, no, no. Before the Newcastle game, I already spoke about that. So nothing to add.” ❌🗣️ 🔹 Enzo Maresca on meetings with sporting directors / ownership: “Again, before the Newcastle game, in the press conference, I said that we had a meeting, that the relationship is good and we all focus on the Aston Villa game — the next game, the next game. So nothing to add.” 🤝🔵 🔹 Enzo Maresca on the players’ Christmas party: “Yeah, it was very good 🎄😊. Family time, players with their friends, with the kids. So it was a nice day, yeah.” 👨‍👩‍👧‍👦 🔹 Enzo Maresca on Chelsea’s training plan over Christmas: “After Newcastle they had two days off 😮‍💨. We trained yesterday, we train today, tomorrow off, and then Friday session and Saturday again.” 📆🏃🏽‍♂️ 🔹 Enzo Maresca on Pep giving players time off: “It’s Pep’s choice 🤝. He considers doing that. I think every manager probably thinks in a different way, but you have to respect different points of view. Is it about trusting the players to do the right thing on Christmas? No. I think it’s not about trust or not trust. I think also Pep trusts the players — just in a different way.” 🧠⚽ 🔹 Enzo Maresca on being in the stands vs Aston Villa: “Yes. In almost 100 games, I’ve been suspended three times 😅. One for celebration 🎉, and two times for yellow cards 🟨. So yeah, unfortunately I will be on the stand, but Willy [Caballero] is there, Danny [Walker] is there, the coaching staff is there. Does it affect the way I prepare, in terms of getting my messages to the players? No, no.” 🏟️📣 🔹 Enzo Maresca on facing Aston Villa: “It will be a very tough game for us ⚔️. We will have to be at our best because Aston Villa are playing very well. They have a clear way of playing and they are very organised both on and off the ball. They are full of confidence in this moment 🔥, but we are at home 🏠 and we will be trying to get the three points as we always do. We will work hard and continue to grow.” 📈💙

Miki Djan

29,957 görüntüleme • 8 ay önce

‼️🚨🔵PRESSER🔵🚨‼️ 🎙 Liam Rosenior’s Full Pre-Crystal Palace Press Conference – Part 1/2 🔹 Liam Rosenior on Injury news: “In terms of sickness, the players are coming back to full health 🤧➡️💪. We had to be very careful with that. Thankfully the lads have come through that. Cole is in a good place, he joined training today which is really positive ✅. Jorgensen had his scan and it was positive 📊. He won’t be available for Palace but might be for Napoli.” 🇮🇹 🔹 Liam Rosenior on Disasi and Sterling: “We know the last week of January can get very busy 📅🔥 but no, there’s nothing to report. For me, I want every player I work with to have the best career possible. Whether that’s here or elsewhere, those two are no different.” ⚽🤝 🔹 Liam Rosenior on how happy Palmer is: “I’ve had numerous conversations with Cole and he seems very happy to be here 😊. He’s a huge part in our long-term plans 🔮. My job and the club’s job is to get him into a situation where he can consistently perform to the level he wants to. There was frustration in the Brentford game. We need to look after him and that’s why I didn’t involve him in the last game.” 🛡️ 🔹 Liam Rosenior on whether Cole Palmer is 100% fit: “That’s my job [to get him there]. I need to look after the players 👥. Not just in terms of Cole, but there’s a number of players in the group to look after. I want us to be involved at the end of the season in big games and big competitions 🏆.” 🔹 Liam Rosenior on lessons from first games: “Loads in terms of individual performances, the improvements I have asked for — there have been very positive signs 📈. There are loads of lessons for me and my staff to learn. I’m loving it ❤️.” 🔹 Liam Rosenior on if it’s a good time to play Palace: “It can be reported in that way but what I do know is that they’re an outstanding team ⚔️. Selhurst Park is one of the most difficult places to play in the Premier League 🏟️🔥. We are not taking the game lightly. I know what a good team they are. We are going to have to be very good to win the game.” #CFC | #Chelsea | #CRYCHE | #Interviews 📲 CFC_ChelseaFC via Telegram

Miki Djan

19,386 görüntüleme • 7 ay önce

‼️🚨🔵PRESSER🔵🚨‼️ 🎙 Enzo Maresca's Full Pre-Arsenal Press Conference – Part 1/2 🔹 Enzo Maresca: "Cole Palmer is available for both [to start and to play] 👍🏽. Dario Essugo took part in the session this morning — good news." ✅🔵 🔹 Enzo Maresca on Estevão form causing a headache: "It's always good that the ones who start and play do the right things. They give me a doubt always for the next games — and that's good. It's a good problem for the manager always." 😅💙 🔹 Enzo Maresca on Arsenal: "For sure, they defend fantastically. Any teams struggle to score goals against them, even to create chances 🧱. They have weapons when they attack ⚔️. They are top in the Champions League and top in the Premier League." 🔴📈 🔹 Enzo Maresca on Caicedo vs Rice: "I think the Premier League is full of good players. Moi and Declan, Rodri from City, Anderson from Forest, Guimarães from Newcastle — the Premier League is full of very good midfielders. It's a big part [the battle] but it's 11v11." ⚔️⚽ 🔹 Enzo Maresca on title credentials: "It's too early in any case. If we win, don't win… it's too early ⏳. We still have five or six months to go. It will be important when we're in February or March — we'll see where we are then." 📆 🔹 Enzo Maresca on how Arsenal challenge differs to Barça: "It's another big game. We finished the Barcelona one and we won — it's a good feeling 🔵✨. If it's bigger than the last one, I don't know. For me, they are all important games. For sure, beating Barcelona and if we are able to beat Arsenal, it's a nice feeling — it's three points." 🎯 🔹 Enzo Maresca on feeling in training: "The mindset and mood in this moment, for us, is very good 😊. We are doing quite well in the Premier League and the Champions League. We are evolving and growing 📈. This is the best feeling for us." 🔹 Enzo Maresca on atmosphere at Stamford Bridge: "We need that environment, the fans in the way they were 🔵💙. It's always nice to share that type of moment at the end of the game with everyone." 🙌🏽🏟️ #CFC | #Chelsea | #CHEARS | #Interviews 📲 CFC_ChelseaFC via Telegram 📸 Greenturf via Youtube

Miki Djan

26,975 görüntüleme • 9 ay önce

‼️🚨🔵 PRESSER 🔵🚨‼️ 🎙 Liam Rosenior’s Full Post-Arsenal Press Conference 🌀 Liam Rosenior on the game plan ⚙️ “We’ve had a lot to contend with in the last couple of days — a couple of fitness tests this morning. Our schedule has been incredible, so for the players to put in that energy, fight and spirit was pleasing. We got into the final third, but we didn’t have enough quality moments and didn’t take advantage.” 🌀 Liam Rosenior on James & Neto 🚑 “Pedro and Reece both had small knocks and were in too much pain to be involved tonight.” 🌀 Liam Rosenior on Estevão & Cole Palmer 🧠❤️ “For Estevão to go through what he has at 18 years old says everything about the character I want in this team. With Cole, we have to take care of him and make sure he’s right for the whole season.” 🌀 Liam Rosenior on the defeat 😔 “I’m extremely disappointed every time we lose. There were aspects of the game I was happy with, but you could see how devastated the lads were — we genuinely believed we could turn it around. There were moments there for us. I’m hurting, but we have to move on.” 🌀 Liam Rosenior on how the game unfolded 🔄 “You can come away from home, press high and go 2–0 down. I brought Cole and Estevão on around 60 minutes and the game opened up. There was a feeling in the stadium that the tie could turn, but it didn’t happen. Their goal ultimately comes when we were throwing the kitchen sink at it.” 🌀 Liam Rosenior on injuries affecting the setup 🧩 “The availability of your players always affects the system. Against West Ham we ran until the 97th minute trying to come back from 2–0 down, then the emotions from Napoli — all of that has to be taken into account.” 🌀 Liam Rosenior on pundit criticism 🎙️ “I’ve been a pundit — it’s easy in hindsight. If I go and attack the game and press really high, people will ask what I’m doing.” 🌀 Liam Rosenior on reacting to setbacks 🔥 “Losing is not what we wanted. We’ve played eight games in less than a month since I came in. The learning, spirit, togetherness and fight are there. Now I need to see what we look like after a setback. We’ve got a difficult game at Wolves and we’ll learn more about ourselves.” 🌀 Liam Rosenior on the overall performance 👏 “We can’t talk about how well the game plan went because the result didn’t go our way. But not many teams come here and put in the performance we did tonight.” #CFC | #Chelsea | #CarabaoCup | #Interviews 📲 CFC_ChelseaFC via Telegram 🎥 Beanyman sports via YouTube

Miki Djan

44,375 görüntüleme • 6 ay önce

‼️🚨🔵 PRESSER 🔵🚨‼️ 🎙 Liam Rosenior’s Full Pre-Leeds United Press Conference — Part 1/2 🌀 Liam Rosenior on injury news & Reece James 🏥 “Reece is fit. He is feeling unwell today. It’s no conspiracy — it’s the truth. Hopefully he’ll be well enough for tomorrow.” 🌀 Liam Rosenior on his first month at Chelsea ⏳ “It takes time. What’s been really encouraging and pleasing is how the players have taken on so much information in not a lot of time.” 🌀 Liam Rosenior on Cole Palmer’s importance ⭐ “Any world-class player is important in what we want to achieve. It was great to see him bang in the goals on Saturday and hopefully that form continues.” 🌀 Liam Rosenior on a strong first half, weaker second half 🎯 “That’s the perfection you’re striving for. Even in the second half, there were some really pleasing things.” 🌀 Liam Rosenior on Josh Acheampong’s position 🧠 “Josh is an amazing talent. I’ve met him and his parents — he has immense potential. I like to put young players in different positions because it improves their understanding of the game. Long-term, Josh is a centre-back and he has all the attributes to become a great one.” 🌀 Liam Rosenior on the Elland Road defeat 🎥 “You watch every game. It’s difficult for me because when I first watched that match, I did so as a neutral — I didn’t realise I’d be Chelsea manager. Daniel is an outstanding coach, Calvert-Lewin is in really good form, and it’s going to be a very difficult game again.” 🌀 Liam Rosenior on Leeds’ direct approach 💪 “You saw it against Nottingham Forest — they were magnificent. When I say direct, I mean it in a really positive way. We need to stand up to that and overcome it.” #CFC | #Chelsea | #CHELEE | #Interviews 📲 CFC_ChelseaFC via Telegram

Miki Djan

26,569 görüntüleme • 6 ay önce

‍ ‼️🚨🔵PRESSER🔵🚨‼️ 🎙Enzo Maresca's Full Pre-Tottenham Hotspur Press Conference: 🔹Enzo Maresca on if he has spoken to Liam Delap since red card: "I don't need to speak with Liam. I spoke with him but he knows everything. He is aware of the situation. He knows he made the mistake. Full stop, no more than that." 🔹Enzo Maresca on discipline problem: "I think that some of the red cards we concede, we can avoid that." 🔹Enzo Maresca on changing the discipline issues: "It's also something we need to learn and need to do better. For sure, no doubt, we will do better than that in the future." 🔹Enzo Maresca on whether Liam Delap is a long way from the player he wants him to be: "I'm not from England, so sometimes when I try to translate from Italian to English, it's a bit different. When Liam is on the pitch, he is more focused to try his battle with the defender. That's what I was trying to say. There are three players in this team that I know better than the rest, Lavia, Palmer and Delap because I knew them from City U21s. I know Liam will be a fantastic player for us, but there are some things he can improve." 🔹Enzo Maresca on Spurs' home record: "I think Tottenham are doing very good. They won the Europa League and they started really well this season. It's a derby and it will be a difficult game." 🔹Enzo Maresca on Chelsea's left wingers: "They are both [Garnacho and Gittens] adapting to the way we work every day. They are both doing very well. This is what we want from our wingers, scoring goals and assists. It's good that they're both doing very well so we can choose one or the other." 🔹Enzo Maresca on conceding from set-pieces: "I think that set-pieces, you are going to score goals and concede goals. The reason why is because when we concede, you are not strong enough. It is an action that is so difficult to defend." 🔹Enzo Maresca on defending long throws: "For sure, we are working on it, for sure." 🔹Enzo Maresca on if Liam Delap apologised: "Straight after the game in the changing room, he apologised to everyone." 🔹Enzo Maresca on Palmer injury latest: "I just met him in the canteen for breakfast and I said to him, in one week 'you will be back' and he was laughing. For Cole, it's exactly the same plan, we will wait [until he is ready]." 🔹Enzo Maresca on the discipline: "I think as I said many times, I like to learn and evolve. In this moment, we are trying to do everything to try and avoid this kind of situation. Hopefully we can learn and be better in the future." #CFC | #Chelsea | #TOTCHE | #Interviews 📲 CFC_ChelseaFC via Telegram

Miki Djan

28,827 görüntüleme • 10 ay önce

‼️🚨🔵PRESSER 🔵🚨‼️ 🎙 Enzo Maresca’s Full Pre-Cardiff City Press Conference – Part 1/2 🔹 Enzo Maresca on Saturday’s comments: “I already spoke about that and I don’t have nothing to add. It’s Cardiff tomorrow, please. I already spoke about that and I think I was quite clear. No more than that. I respect your opinion and people’s opinion. I have nothing to add. My focus is on tomorrow’s game 🎯 and that we can achieve the third semi-final in my time at the club. We are in an era where everyone can say what they think. I respect people’s opinions, your opinion, but I have nothing to add. My focus is on tomorrow. I already answered the question and my focus is on tomorrow. I don’t have nothing to add.” ⚽⏭️ 🔹 Enzo Maresca on if he is happy with people saying he has a bad relationship with owners/sporting directors: “I said after the game that I love Chelsea supporters ❤️ — they deserve the best. Again, I don’t have nothing to add.” 🔵 🔹 Enzo Maresca on if he is committed to the Chelsea job: “Absolutely, yes.” ✅💙 🔹 Enzo Maresca on Cardiff clash: “He is doing a great job 👏🏽. They are top of the league, playing nice football and winning games. We need to pay attention and be careful ⚠️. We can achieve the third semi-final in 18 months.” 🏆📈 🔹 Enzo Maresca on if Palmer will be rested: “I already said many times, Cole is one of the players that deserves to be protected 🛡️. He is not available to play two games in three days.” ⏳⚠️ 🔹 Enzo Maresca on why he said what he did: “I can speak Italian 🇮🇹, my language, Spanish 🇪🇸 very well, French 🇫🇷, English 🇬🇧 — I think I was clear with what I said. It’s done, it’s finished. It was after the game, I said what I said, and it’s done. It’s finished.” ✔️ 🔹 Enzo Maresca on if he is enjoying the season: “Absolutely, yes 😄. It’s fantastic. No matter if we win or lose, it is a fantastic opportunity because you can always learn 📚 and I am very happy with that.” 💙 #CFC | #Chelsea | #CarabaoCup | #Interviews 📲 CFC_ChelseaFC via Telegram 📹MightyBluesNews via YouTube

Miki Djan

23,609 görüntüleme • 8 ay önce

Victor Davis Hanson perfectly describes the American University crisis “They seem first of all to be indebted to foreign students. We have about 300,000 Chinese students and maybe a quarter million from the Middle east that pay full tuition. And they're a powerful block on campus. In addition, we have billions of dollars from Mideast sheikdoms like Qatar, but also China that endow professorships. And you give a billion dollars, you can get 100 or more, 150 fully endowed professors for a Middle east student department that can be very influential training this country's next generation of diplomats and civil servants and politicians. But the university should be very careful. They have a lot of exposure already. The National Institute of Health says, we know what you're doing. You're on individual grants from the government. You're charging 50, 60%. That's not going to happen. 15% tops. That's going to cut hundreds of millions of dollars out of their budget. Now the Congress is saying, we know what you're doing. You're not nonpartisan, you're not non ideological. You're going to pay a tax, an income tax on your huge endowment income that could be $100, $150 million in some cases. Now, this administration says you're not defenders of civil rights, you're offenders. And we are going to cut back grants to you because you don't follow the Bill of Rights. You do not guarantee freedom of speech, you do not follow civil rights statutes and make race and gender and sexual orientation incidental rather than essential to these students Personas. And you give them preferences based on their superficial appearance. In other words, what I'm getting at is they are violating the spirit and the letter of the Constitution. They think they're too big to fail. They think they're immune. They think there'll be a liberal administration back, but they should be very careful because they're in violation of a number of statutes and the administration has a number of levers to pull and, and whether it's taxing the endowment, getting out of the student loan business and letting the universities use their own endowment to guarantee their loans, cutting back the surcharges on individual grants and suing them in federal courts to open up their admissions policies in a transparent and merocratic fashion. — Expect a backlash from the federal government, the magnitude of which you really have not recognized. And you should fear.”

Wall Street Apes

89,368 görüntüleme • 1 yıl önce

Reinforcement Learning from Human Feedback (RLHF) is gaining traction. This field aims to make AI more responsible by including human values and preferences. In this video, Nathan Lambert, a research scientist and RLHF team lead at Hugging Face explores its inner workings, applications and industry impact. RLHF has gained the spotlight in recent years. The growth of language models like Anthropic’s Claude and OpenAI's ChatGPT have increased interest in human-feedback integration. "There are some rumors that Open AI had two teams; one was doing RLHF and the other instruction fine-tuning. And the RLHF team kept getting more and more performance." Understanding RLHF The RLHF process has three main steps: Pre-training: Much like with GPT models, the journey starts with pre-training on a large corpus of data. This can range from text data, web scrapes, to specialized datasets. Reward Modeling: This is the RLHF counterpart of supervised fine-tuning in large language models. This stage involves creating a reward model that resonates with human values and preferences. RL Optimization: This stage parallels reward modeling and reinforcement learning in traditional AI models. The AI system fine-tunes itself based on the reward model, employing reinforcement learning algorithms for that extra layer of optimization. The Data Challenge Data collection and curation in RLHF closely resemble the challenges you'd encounter in large language model training. Datasets from organizations like OpenAI can serve as a useful foundation. However, the need for high-quality, task-specific data cannot be overstated. Implementing RLHF: A Practical Guide If you’re someone who loves getting hands-on with AI libraries like Hugging Face, implementing RLHF is right way to do. It’s essential to understand its limitations. Think about model stability, over-optimization, and exploration strategies, much like you would when prompt engineering. Ongoing Research and Next Steps While he suggests that some basics figured out, there are layers of complexity that still need to be unraveled: 1. New Benchmarks: How do we measure the effectiveness of RLHF? 2. Preference Modeling: How can the model be made to understand human preferences better? 3. Interpreting RLHF: Much like explainability in traditional models, how do we make RLHF more interpretable? 4. System-Wide Evaluation: Going beyond individual performance, how does RLHF affect an entire system? The Transformative Power of RLHF Whether you're an AI developer, a business analyst, or a marketer, RLHF promises to revolutionize your domain. Imagine customer service chatbots that understand human emotions better, or content generators that align more closely with human values. RLHF is an emerging field that focuses on enhancing machine learning models through human feedback. While it tackles important issues like bias and ethics, its broader goal is to improve system performance across various applications. Whether you're deeply invested in the ethics of AI or simply curious about advancements in machine learning, RLHF offers valuable insights. If you're interested in the next wave of AI development, this area is definitely one to watch.

Muratcan Koylan

27,168 görüntüleme • 2 yıl önce