#alpaca finance

[pollyannawog]

Commission batch!

Chrysanthemum ✨Pride drip edition✨: @christhetraveler

Wintery Reindeer: @spacerace-secondplace

Commission me here!

[bob-artist]

Hi, New People?

For some unfathomable reason, Tumblr has decided to suggest my blog to brand-new accounts to follow, so I've had a crazy influx of followers who, of the ones that are genuine accounts, probably have no idea what they've signed up for. (sorry.)

Oh, and I also have some new bittern-loving followers who have a slightly better idea but might not know the whole story!

So, here's your chance to escape, if you so choose.

Anyway, I'm Bob! I've been here since like 2012. I mostly make comics, but I also do some prose writing, game dev, and general shitposting. Should you choose to continue following me, you will be subjected to such content as

Canada geese.

Like... a LOT of Canada geese.

Also ferrets, the love of my life. And other art and general musings about my favorite animals, including but not limited to bitterns, grebes, pheasants, parrots, crayfish, eels, every single other type of mustelid, alpacas, etc.

But, because I can't be bothered to make myself a consistent "brand," I also make

Very Gay Comics.

I can't emphasize this enough, because I kinda suspect all those plumbing company blogs didn't know this before following me. I make very gay comics.

I'm working on a new webcomic called Into the Smoke that's gonna launch soon. It's about a gay medium who binds himself to a killer ghost, and I think my new follower with the car financing blog is gonna love it.

Lots more on that soon.

Anyway, I don't want to make a super long post. I just want to make sure y'all understand that if you follow me, you will get

Canada geese

and

Very Gay Comics.

Cool? Cool.

[tua-five]

Alright. I feel bad bc the last couple of days I've been posting at odd times and they've been dry. So I'll add something special today!

The new TUA videos. But I'll be focusing on the one with Reginald and the Dr. Thibedeau's.

To start off.. what frick is up with the alpacas??? I mean, I get the education because he obviously taught the umbrellas everything they know (education wise) and the banking stuff because he controls the world (ish, supposedly) so he controls finances (ish). But alpacas?? What's he doing??? My initial thought (after "what the heck") was it's a front for whatever crazy things he's doing. Other than that, I've got nothing. Because Reginald and alpacas?? I mean... I know last season didn't work out with Pogo... but to replace him with an alpaca?? Okay, not exactly because he's producing alpaca fleece. But still.

Next thing, the tattoo.

What or who exactly is "the keepers"?

And whose arm is that? Who has that tattoo??

Also...

The 4th Episode name.

And Reggie..?

Do we think he's saying this because he's talking to the umbrellas and saying it's their choice? Or because the only choice is his own? Or a mix? Or neither and a completely different reason?

[alpaca-clouds]

Telling Stories to better the World

*looks on the calender* You know what time it is? Yeah, it is time for the alpaca to rave on about the power of stories once again. Because I kinda feel that we cannot talk about that enough.

Say it loud and say it clear: Stories have power over us.

The baddies kinda understand that. Which is why they use stories as propaganda tools. I mean, there is a reason why the US Military funds the Marvel movies and stuff like Top Gun. Because it is propaganda that exists to serve their goal.

And humans also have always kinda understood it. Because guess what: Fairytales existed as teaching tools. Be it to teach kids to not run into the forest at night... Or do a Beauty and the Beast and exist to teach young girls that: "Hey, your political husband might be abusive, but you can try and tame him, girl!"

A lot of oral stories have once existed for such reasons. To both teach people about the world and reaffirm a society's values. And this is still true to this day.

I have been harping on anarchist ideas vs capitalist ideas for the last few days and the entire story thing plays into this a lot.

And yeah, I gotta crap on the MCU here once more, because it kinda is the most influencial offender here. Because those people know the power of stories. Which is why in most of the MCU movies the bad guys wanna change the system - while the good guys heroically defend the status quo without ever questioning whether or not the bad guys might actually have a point in some cases. (Worst offender is obviously Falcon and the Winter Soldier.)

Given that mass media right now very much is held obviously by the capitalist class, for the most part media only rarely gets to sneak in messages that are too anti-capitalist. (Which is also, why modern Cyberpunk, especially western Cyberpunk, does not have a ton of bite going on.) And in many cases it has to be sneaky and rely on the lack of media literacy in the folks financing the movies. Like the Matrix, for example. But in that case they obviously run the risk of the viewer also not quite getting that message, if they are not primed for it.

But we do need those stories.

We need stories in which people rebel against a system and win. In which those rebels are allowed to be heroic, instead of the narrative going: "Well, sure, their goal was admirable, but we just cannot condone violence!"

We also need stories in which people live in a less hierarchical society. In which people are aiding one another. In which it is not rugged individuals saving the world, but close-knit friend groups and communities working together.

And we need stories, in which climate change is stopped in time. In which people live actually on renewables and micro grids. In which people then also live without capitalism. Because we need to learn to view that world as possible,

So, if you are a creator... You know what to do!

[theworldvsyoshiko]

We leave the third settlement a few alpacas richer. At this point, Umeko has enough pack animals to carry about 300 kg of stuff, so she can bring not just food, but trade goods and enough wood/steel to speed up the process of getting the next one up and running.

Between a winter with two cold snaps where she got a small child with no cold tolerance, the colony getting a chain of serious illnesses, a few raids that left people too sore to work for a while, and the amount of time that was needed to get the place back into inhabitable condition, Umeko didn't get much done here. She did find a lot of precious metals and had time to sew a lot of dusters while they were all stuck indoors during the cold, so the finances are in good shape to go do some trading.

There's something poetic about leaving the dilapidated ruin covered in a kid's chalk drawings.

[figula]

mornin

plan for today is to do a bunch of admin work mostly, along w/ brush out some alpaca (pray for my wrist please) + email some wedding makeup/hair people

ben bought me some wood to make a diorama with so im happy as a clam doing some of that too

stressed out by the chess server as usual

stressed out by money, altho considerably less stressed out since i rang my parents last night for a normal chat + told my mum that i'd done the maths and the wedding would probably cost (number im too embarrassed to say on here) and she was like oh is that all? oh that's fine i was expecting you to say 20/30k :) no prob :) and my dad was in the background like mmm nodding, nodding, so uh... ? i guess that's fine lol? i think my parents might be like rich now? particularly after the death of my granddad. they wont tell me the details of their finances. anyway they have been emotionally devastating obviously but financially they've always been very generous so i feel better now that they're not horrified by the cost of it all

[dan6085]

There are several AI platforms that specialize in stock picking, each using advanced algorithms, machine learning, and data analysis to help investors make decisions. However, determining which is the best depends on factors like your investment strategy, risk tolerance, and how much control you want over your portfolio. Below are some of the top AI tools for stock picking, and why they stand out:

### 1. **TuringTrader (QuantConnect)**

- **Why it's great**: TuringTrader, through QuantConnect, is ideal for those who want to design and backtest their own trading algorithms. It offers extensive data sets and allows users to develop customized AI strategies. Investors with coding and finance backgrounds will find it a robust platform.

- **Best for**: Advanced traders, algorithmic trading, backtesting strategies.

### 2. **Trade Ideas**

- **Why it's great**: Trade Ideas is one of the most popular AI-driven stock picking platforms. It uses machine learning algorithms to scan the market and provides stock suggestions based on various technical indicators, historical data, and patterns. It also offers "Holly AI," an AI-based virtual analyst that delivers high-conviction trade ideas daily.

- **Best for**: Day traders and swing traders looking for short-term opportunities.

### 3. **Kavout**

- **Why it's great**: Kavout leverages a proprietary AI engine called "Kai" to analyze massive datasets, including fundamentals, market sentiment, and technical indicators. It ranks stocks using its Kai Score, offering both institutional and retail investors stock insights based on multi-layered data analysis.

- **Best for**: Medium to long-term investors who prefer a broader perspective based on multiple data points.

### 4. **Alpaca**

- **Why it's great**: Alpaca provides free commission trading, and its AI-driven tools are designed for both automated and manual trading. It allows integration with custom-built algorithms, enabling users to automate trades based on specific criteria.

- **Best for**: Developers and algorithmic traders who want to build their own AI strategies.

### 5. **Zignaly**

- **Why it's great**: Zignaly integrates AI-driven trading bots with expert human traders. The platform enables users to mirror trades from high-performing investors, automating the stock-picking process through AI and human insights.

- **Best for**: Passive investors who prefer automated trading and copying top traders.

### 6. **BlackBoxStocks**

- **Why it's great**: This platform uses AI-driven algorithms to scan stocks and options in real-time, offering alerts and potential trading opportunities. It’s focused on high-probability trade setups based on technical analysis.

- **Best for**: Active traders who want real-time stock alerts and technical analysis-driven suggestions.

### 7. **Tickeron**

- **Why it's great**: Tickeron is a unique platform that combines AI with social trading features. It provides various AI-powered pattern recognition tools for stock picking and allows users to follow trade ideas from the community.

- **Best for**: Investors who want a mix of AI-driven data and human community input.

### 8. **Magnifi**

- **Why it's great**: Magnifi offers AI-based investment insights by scanning investment products and recommending those that fit an investor’s risk profile. It also connects users to human financial advisors for additional support.

- **Best for**: Investors looking for a combination of AI insights and human advisor input.

### 9. **Sentieo**

- **Why it's great**: Sentieo combines AI with natural language processing to analyze financial reports, market sentiment, and news to provide comprehensive stock analysis. It’s a great tool for research-heavy investors.

- **Best for**: Fundamental analysts and long-term investors who focus on research and data-driven decision-making.

### 10. **Numerai**

- **Why it's great**: Numerai is a hedge fund powered by crowdsourced machine learning models, where data scientists compete to improve predictive models. It provides a unique opportunity to participate in a global stock-picking experiment.

- **Best for**: Quantitative traders and data scientists who want to contribute and benefit from crowd wisdom.

### **Factors to Consider for Stock-Picking AI Tools**:

1. **Data Sources**: The quality of the AI largely depends on the data it uses (historical prices, financial statements, news sentiment, etc.). Platforms like Kavout and Sentieo stand out for integrating a variety of data sources.

2. **Automation**: Some tools like Zignaly and Alpaca allow for fully automated trading, while others like Trade Ideas provide AI insights that require user confirmation before acting.

3. **Risk Tolerance**: Short-term traders may benefit from tools like Trade Ideas, which focus on high-volatility, high-reward trades, while long-term investors might prefer platforms like Kavout, which considers broader data and trends.

4. **Customizability**: Tools like TuringTrader (QuantConnect) are highly customizable for those with coding skills, allowing users to tailor the AI to their own strategies.

5. **Community and Social Trading**: Some platforms like Zignaly and Tickeron integrate social trading, where users can follow or mimic trades of successful investors alongside AI analysis.

### Conclusion

There is no one-size-fits-all AI for stock picking, as each caters to different types of investors and trading styles. For algorithmic traders, **TuringTrader** and **QuantConnect** stand out. **Trade Ideas** and **BlackBoxStocks** are excellent for active traders needing real-time, AI-driven stock alerts. **Kavout** and **Sentieo** are more research-focused and suitable for long-term investors. Depending on your needs—whether it's automation, customization, or high-frequency trading—the "best" AI will vary accordingly.

[hashquest]

Lesson 5 - インパーマネントロスの真実とよくある誤解 | Alpaca Finance

[qocsuing]

The Ultimate Guide to the Best Brokers of 2024

The Ultimate Guide to the Best Brokers of 2024 In the ever-evolving world of finance, choosing the right broker can make a significant difference in your investment journey. WikiStock’s Ultimate Guide to the Best Brokers of 2024 provides a comprehensive overview of the top brokers, highlighting their strengths and unique features. This article delves into the key aspects that make these brokers stand out in 2024.To get more news about WikiStock, you can visit our official website.

1. Interactive Brokers Interactive Brokers continues to lead the pack with its extensive range of products and low fees. Known for its institutional-grade desktop trading platform, it offers a wide array of customizable tools and high-quality trade executions. This broker is ideal for professional traders who require advanced features and access to foreign markets.

2. eToro eToro is renowned for its social trading platform, which allows investors to follow and copy the trades of experienced traders. With free stock and ETF trading, seamless account opening, and a vibrant investor community, eToro is perfect for those who are new to trading or prefer a more interactive approach.

3. Fidelity Fidelity stands out with its commission-free trading for US stocks and ETFs. It offers robust trading platforms and excellent research tools, making it a favorite among both novice and experienced investors. Fidelity’s comprehensive range of US and international stocks ensures that investors have plenty of options to diversify their portfolios.

4. Charles Schwab Charles Schwab is celebrated for its outstanding research and customer service. With free stock and ETF trading, Schwab provides a user-friendly experience through its enhanced trading platforms, including the acclaimed thinkorswim platform acquired from TD Ameritrade. This broker is well-suited for investors who value in-depth research and a seamless trading experience.

5. Webull Webull offers free stock and ETF trading, along with a high 5% interest on uninvested cash. Its fast and easy account opening process, coupled with great trading platforms, makes Webull an attractive option for tech-savvy investors looking for a modern trading experience.

6. SoFi Invest SoFi Invest is known for its fast and fully digital account opening process. With free stock and ETF trading and responsive customer support, SoFi Invest caters to investors who prioritize convenience and efficiency. Its user-friendly platform is ideal for those who are new to investing.

7. Alpaca Trading Alpaca Trading is a standout for its great API trading service and fantastic charting tools. Offering free stock and ETF trading, Alpaca Trading is perfect for developers and tech enthusiasts who want to integrate trading into their applications or automate their trading strategies.

8. Robinhood Robinhood revolutionized the brokerage industry with its commission-free trading model. It offers a great mobile and web trading platform, making it easy for investors to trade on the go. With interest paid on uninvested cash and a fully digital account opening process, Robinhood remains a popular choice for millennials and new investors.

9. Vanguard Vanguard is known for its low-cost investment options and easy account opening process. With free trading for stocks and ETFs, Vanguard provides a great mobile trading platform and interest on uninvested cash. It is an excellent choice for long-term investors who prioritize low fees and a straightforward investing experience.

Conclusion Choosing the right broker is crucial for achieving your investment goals. WikiStock’s Ultimate Guide to the Best Brokers of 2024 highlights the top brokers that offer a combination of low fees, advanced trading platforms, and excellent customer service. Whether you are a professional trader or a novice investor, there is a broker on this list that can meet your needs and help you succeed in the financial markets.

[harinibw]

Bitcoin has dropped below $60,000, signaling a significant downturn in the cryptocurrency market, as reported by CryptoRank. This decline is part of a broader retreat, with several top cryptocurrencies also experiencing losses. Ethereum (ETH) fell by 2.97%, Solana (SOL) by 2.89%, and Toncoin (TON) by 2.66%, reflecting a general market pessimism.

The total market capitalization has decreased to $2.21 trillion, down 1.69%, with Bitcoin's dominance slipping to 53.13%. The Fear & Greed Index, now at 26, indicates rising fear among investors, suggesting caution and expectations of further volatility.

Amid this decline, a few tokens showed resilience: Sundog (SUNDOG) surged by 58.4%, SUN_io (SUN) by 49%, Alpaca Finance (ALPACA) by 48.8%, Streamr DATAcoin (DATA) by 41.4%, and SuperRare (RARE) by 28.5%. The market is closely watching to see if Bitcoin can reclaim the $60,000 level.

[botsfolio]

The Rise of AI Trading Bots in 2024: Revolutionizing Investment Strategies

The incorporation of artificial intelligence (AI) has caused a revolutionary shift in the world of finance, especially in the area of trading. AI trading bots, sometimes referred to as algorithmic trading systems or robo-advisors, have become very popular due to the ability for quickly analyzing large volumes of data and accurately executing trades. The search for the greatest artificial intelligence trading bot is expected to become more intense in 2024 due to developments in deep neural networks, machine learning, and natural language processing.

Understanding AI Trading Bots

AI trading bots are software programs created to automate the purchase and sale of assets in financial markets. These bots make use of sophisticated algorithms that can analyze market data, spot trends, and decide according to preset guidelines or lessons from past performance. AI trading bots' main objectives are to maximize profits, reduce risks, and automatically execute deals at the best times without the need for human participation.

Key Features of the Best AI Trading Bot for 2024

Advanced Machine Learning Algorithms: The best AI trading bot in 2024 will leverage advanced machine learning techniques such as deep learning and reinforcement learning. These algorithms enable bots to adapt to changing market conditions, learn from new data in real-time, and continuously improve their trading strategies.

Big Data Analysis: AI bots can conduct complex analysis that is much above the capacity of humans when they have access to vast historical and current market data. They are able to identify minute correlations, patterns, and anomalies that could affect asset values.

Natural Language Processing (NLP): AI trading bots can now read and comprehend news stories, social media sentiment, financial reports, and other textual data sources. This makes it easier for bots to interpret the mood of the market and respond swiftly to news that could affect trading decisions.

Risk Management and Portfolio Diversification: The best AI trading bots prioritize risk control through the use of hedging tactics, stop-loss orders, and portfolio diversification. Long-term return optimization and loss mitigation are aided by these features.

Customizability and User Interface: For traders and investors utilizing AI bots, easily navigable interfaces and adaptable settings are essential. Bots that are customizable in terms of risk tolerance, investment objectives, and trading techniques are guaranteed to conform to the preferences and aims of each user.

Examples of Leading AI Trading Bots in 2024

QuantConnect: Known for its free and open-source algorithmic trading platform, QuantConnect provides a strong framework for creating and backtesting C# and Python trading algorithms. Because it can be integrated with several brokerage APIs, developers and institutional investors find it to be the best option.

TradeStation: TradeStation combines cutting-edge trading tools and robust analytics into its AI trading capabilities. Through its in-house platform, it provides algorithmic trading, enabling customers to automate strategies based on market information and technical indicators.

Alpaca: Alpaca is a commission-free trading platform that uses artificial intelligence to facilitate trade. It is appropriate for both retail traders and institutional investors because of its API-driven methodology, which makes it simple for developers to create and implement unique trading algorithms.

MetaTrader 4 and MetaTrader 5: These popular platforms offer a variety of expert advisors (EAs) and trading robots, combining AI and algorithmic trading capabilities. They facilitate automated trading techniques for cryptocurrencies, stocks, FX, and commodities.

The Future Outlook

As we move further into 2024, the adoption of AI trading bots is expected to accelerate, driven by advancements in AI technology, increasing data availability, and growing investor demand for efficient trading solutions. However, challenges such as regulatory compliance, algorithmic biases, and cybersecurity risks remain pertinent considerations.

The best AI trading bot for 2024 will not only excel in performance metrics but also demonstrate transparency, reliability, and scalability. It will empower traders to make informed decisions based on data-driven insights while navigating the complexities of global financial markets. As AI continues to reshape the financial industry, the role of these intelligent bots will undoubtedly expand, ushering in a new era of precision and efficiency in trading operations.

[cointahmin]

Milyonluk aboneli analist Altcoinbuzz radarındaki beş altcoin projesine yer verdi. Her projenin başka bir pahası var. Öbür taraftan projeler daima gelişen kripto dünyasında eşsiz özellikler ve büyüme potansiyeli sergiliyor. Bakalım o projelere.Altcoin GraphLinq Protocol: Kullanıcı dostu araçlarla otomasyonu basitleştirmekAltcoin GraphLinq Protocol, sürükle-bırak tahlili sunarak otomasyona kullanıcı merkezli bir yaklaşım getiriyor. Kullanıcılar, kodlama maharetlerine gereksinim duymadan otomasyon süreçlerini sıkıntısız bir halde oluşturabiliyor ve dağıtabiliyor.Bu protokol dört temel bileşen ortaya koyuyor. Geliştirme için GraphLinq IDE. Süratli yürütme için Instant Wizard App. Sıkıntısız çalışma için Engine ve erişilebilirlik için bir Marketplace. Ayrıyeten yapay zeka tarafından desteklenen GraphLinq Chat’in yakın vakitte eklenmesi, kullanıcı etkileşimini geliştiriyor. Altcoin GLQ, ekosistem içindeki süreçleri kolaylaştırarak onu kullanıcılar için çok taraflı bir araç haline getirir.Alpaca Finance: Kaldıraçla randıman çiftçiliğinde ihtilal yaratıyorAltcoin Alpaca Finance, Binance Smar Chain üzerindeki en büyük borç verme protokolü olarak öne çıkıyor. Ayrıyeten kaldıraçlı randıman çiftçiliğine imkan sağlıyor. Öbür taraftan Platform bir kazan-kazan senaryosu sağlıyor. Ayrıyeten borç verenler istikrarlı getirilerden yarar sağlıyorlar. Öbür taratfan borç alanlar da teminatsız kredilere erişebiliyor.Yield farming (Verim çiftçiliği) meraklıları kaldıraç kullanarak potansiyel olarak kârlarını artırabiliyor. Yaklaşan NFT pazaryeri ve 2023’ün 3. ve 4. çeyreğindeki oyun teşebbüsleri değerli. Buna nazaran, altcoin Alpaca Finance’in yol haritasına öbür bir heyecan katmanı ekliyor.Aavegotchi: NFT’leri, DeFi’yi ve Metaverse’i birleştirmeAltcoin Aavegotchi, klasik NFT’leri oyun, DeFi ve metaverse ile entegre ederek bunların ötesine geçiyor. Proje, arazi mülkiyeti, stake etme ve altcoin GHST isimli mahallî bir token ortaya koyuyor.https://twitter.com/GBMauction/status/1690019450244984832 2023’ün 3. çeyreğinde piyasaya sürülecek olan Gotchichain, gelişmiş fonksiyonellik için altcoin Polygon Supernet’leri kullanacak. Ayrıyeten Aavegotchi aktiflikleri için özel bir blockchain sağlayacak. GHST tokenleri ekosisteme güç verecek. Öbür taraftan, projenin yenilikçi yaklaşımı NFT koleksiyoncuları ile DeFi meraklıları için yeni yollar açıyor.Altcoin Linear Finance: Zincirler ortası uyumlu ticaret protokolüLinear Finance, temel varlıkların kıymetini simüle eden likit varlıklara maruz kalmayı sağlayan, zincirler ortası uyumlu bir ticaret protokolü sunuyor. Ayrıyeten çoklu teminat stake etme, web sitesi geliştirmeleri ve 3. çeyrekte yeni likit listelemeleri vurgulayan bir yol haritası var. Böylelikle platform, kullanıcı tecrübelerini zenginleştirmeyi hedefliyor. Platformun gerçek dünya bedellerine sabitlenmiş varlıklara odaklanması, onu DeFi ortamında ilgi cazibeli bir oyuncu olarak konumlandırıyor.https://twitter.com/LinearFinance/status/1669345669432360961 Secret Network: Saklılık odaklı akıllı mukaveleler ve daha fazlasıGizliliğe öncelik veren Cosmos Hub tabanlı bir proje olan Secret Network ile kapalılık ön plana çıkıyor. Buna nazaran Durdurulamaz Cüzdanlar da dahil olmak üzere 3. çeyrek sürümleri, güvenlik siyasetleri ile programlanabilir Saklı kontratlar sunuyor.Ağın kapalılık odaklı yaklaşımı ve çeşitli blockchain’lerle birlikte çalışabilirliği, onu gelişmiş akıllı mukavele fonksiyonelliği arayan zımnilik şuuruna sahip kullanıcılar için potansiyel bir oyun değiştirici haline getiriyor.XCAD Network: İçerik oluşturucuları kripto paralar ile güçlendirmekAltcoin XCAD Network, YouTube’a misal halde içerik oluşturucuları kendi kripto tokenlerini çıkarmalarına müsaade vererek güçlendiriyor. Bay Beast ve KSI üzere kıymetli içerik oluşturucular halihazırda projenin bir modülü.Diğer taraftan hayranlar, görüntüleri izleyerek ve en sevdikleri içerik oluşturucularla daha fazla etkileşim kurarak içerik oluşturucu tokenler kazanıyorlar. Buna nazaran altcoin XCAD Network cointahmin.

com olarak baktığımızda, eşsiz model kelam konusu. Böylelikle hem içerik oluşturucular hem de hayranlar için yenilikçi bir gelir akışı ekliyor.

[claudiaschiffersblog]

Гаманець Binance додав підтримку 19 додатків

Криптовалютна біржа Binance завершила інтеграцію децентралізованих додатків (dApps) у свій Web3 Wallet. Як повідомили представники біржі, криптогаманець підтримує застосунки таких проєктів, як Dodo, Radiant Capital, Maverick, WooFi, CyberConnect, QuickSwap, GMX, Gala Games, BinaryX, 1inch, Maker, Compound, Curve, Convex, Frax Finance, Sushi, Yearn Finance, Alpaca, BiSwap. Загалом Binance інтегрувала 19 dApps. DApps - це децентралізовані додатки на основі смарт-контрактів. Вони застосовуються в іграх, соціальних мережах, фінансах та інших сферах. Нагадаємо, у листопаді 2023 року компанія представила новий продукт - Web3 Wallet. Це криптогаманець, що підтримує самостійне зберігання активів і технологію багатосторонніх обчислень (MPC) для "безключового" доступу до коштів. "Наш продукт служить мостом між біржею і Web3. Він дає змогу взаємодіяти з кількома блокчейнами, торгувати тисячами токенів, отримувати дохід і досліджувати децентралізовані додатки. Усе це доступно в одному гаманці", - сказали представники платформи.

На початку грудня Binance додала п'ять нових мереж у Web3 Wallet

Також криптобіржа оголосила про проведення аірдропу між користувачами Web3 Wallet. Щоб узяти участь у розіграші, потрібно в період з 5 грудня 2023 року до 1 січня 2024 року здійснити транзакцію через застосунок. Read the full article

[celestialtarot11]

Hii! I saw that your free readings were open and I was wondering if i could request one? Can i ask if my spirit guides have any messages for me? Do they hate me?

My favorite animal is an alpaca!! I love them because they're so cute!! I made a small clay sculpture of an alpaca before, it was actually inspired by a cartoon character 😆

Initials: CK ♍️

Thank you soo much!!

Hi friend! 💘🤗 nice seeing you around again. I don’t think spirit guides are supposed to hate you lol, they are out guides for a reason 🤣 the way they communicate can be a little funky though LOL. Alpacas are so cute!!

Right away I love that we have the ace here! It represents a new beginning especially for finances and career! 🤗 if you’ve been wanting a new job the opportunity will present itself. If there’s something you’ve been fighting for and its been incredibly draining, I feel like spirit is saying you shouldn’t have to fight hard to have something stay. Especially if it isn’t working. The things that are meant to stay will stay, and wont require you to fight so hard 🙌 so spirit is wanting you to reevaluate where you’re putting your time and energy at this moment carefully. Allow this new opportunity to find you. Accept it. It can definitely be a self worth journey too! On the back is The Empress and I love that 💘 if something or someone is making you fight hard, reevaluate if its necessary to do so in the first place 💌💘 with love & peace, I hope this resonated! Thank you for stopping by

[bgbhavesh005]

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[lets-dance-with-gpt]

Title: LLaMA - Leaked OpenAI Model for Academic Research

Contrary to Facebook's announcement that LLaMA would only be accessible for academic research purposes, LLaMA was leaked through torrents on the first day of its release.

LLaMA, like last year's Stable Diffusion Moment with image generation models, has generated excitement in the open-source community due to the lack of public access to ChatGPT and DALL-E, which are both works of OpenAI.

LLaMA is based on the Transformer model and has not undergone significant changes since its release in 2017, yet it continues to show impressive performance.

The key differences of LLaMA compared to ChatGPT and DALL-E are the use of Pre-normalization, SwiGLU activation function, and Rotary Embeddings. Pre-normalization normalizes the input with RMSNorm instead of the output of sub-layers in Transformer, SwiGLU activation function replaces ReLU, and Rotary Embeddings apply Positional Encoding. LLaMA also uses Rotary Positional Embeddings.

LLaMA applies the AdamW Optimizer and uses the xformers library, which implements causal multi-head attention, to speed up training. Additionally, manual implementation of backward functions for Transformer layers was done to reduce the re-computation of activations during checkpointing backward pass.

LLaMA is trained with 1.4T Tokens, which is about three times larger than GPT-3's 500B Tokens. BloombergGPT, trained with 700B Tokens, extracted 363B Tokens from Bloomberg's financial data. As a result, the 5B LLaMA model outperforms the 175B model in Finance Tasks.

The training period for LLaMA took 21 days for the entire 1.4T token training on 80GB A100 2,048 GPUs, processing 380 Tokens/1 GPU/1s during the 65B model training.

Models Developed from SFT to RLHF in SFT LLaMA

Alpaca: A Strong, Replicable Instruction-Following Model

Released by Stanford CRFM (Foundation Model Research Institute directed by Percy Liang).

Seed with 175 human-generated instruction-output pairs on the LLaMA 7B model, followed by generating 52K examples using text-davinci-003 for SFT.

Made efforts to ensure diversity in the data.

Trained on 4 A100 GPUs with PyTorch FSDP, using a Hugging Face version with LLaMA PRs that were not yet merged.

Applied OpenAI's Moderations API for content filtering in the demo and added watermarks to all model outputs.

Vicuna: An Open Chatbot Impressing GPT-4

Conducted SFT using 70K conversation pairs collected from ShareGPT.

First version, Vicuna-13B, was trained on LLaMA 13B and later LLaMA 7B was also released.

Created a separate Python package called FastChat and added a demo service using Gradio for convenient usage.

Converted LLaMA to Hugging Face format and applied the provided apply_delta from FastChat to obtain Vicuna weights.

Training was done on 8 A100 GPUs with PyTorch FSDP for one day.

When evaluated with GPT-4, outperformed ChatGPT by 14%, but still suffers from significant Hallucination issues.

Koala: A Dialogue Model for Academic Research

Released by UC Berkeley's BAIR.

Utilized 60K data pairs from ShareGPT, with duplicates and non-English conversations removed, resulting in 30K remaining.

Evaluation was conducted by 100 human evaluators.

Baize: An Open-Source Chat Model with Parameter-Efficient Tuning on Self-Chat Data

Trained using LoRA, and 100K dialogues were generated using ChatGPT.

Repository available at https://github.com/project-baize/baize-chatbot.

GPT4All

Built 800K samples using gpt-3.5-turbo and conducted SFT.

RLHF

RLHF is a model that combines SFT (Stacked Fusion Transformer) with reinforcement learning using a library called TRL (Transformer Reinforcement Learning). It showed good results with SFT alone, but the model that incorporates RLHF, similar to the InstructGPT paper, is as follows: StackLLaMA. The initial training was done using the StackExchange dataset, and Reward scores were automatically constructed using upvotes. The peft library, which performs LoRA to reduce memory usage, was used. The model was loaded with 8 bits (1 byte of memory per parameter), and for LLaMA 7B, it only occupied 7GB of memory. Thanks to this, SFT can be run on Google Colab as well. RLHF used the TRL library, which is a Transformer Reinforcement Learning library currently being developed in-house.

ColossalChat

ColossalChat is a project that applies RLHF to LLM as part of the Colossal-AI project: ColossalAI.

Open Assistant

Open Assistant, as described on their website open-assistant.io, aims to provide amazing conversational AI that improves the world, just like how Stable Diffusion has helped create art and images in new ways. The project is being carried out by LAION AI, known for the LAION-400M dataset in the computer vision field. They have already released a model based on Pythia 12B with SFT.

Others

trlX: trlX is a project created by CarperAI, a spin-off from EleutherAI, which extends TRL (Transformer Reinforcement Learning) and supports Accelerate by Hugging Face up to 20B parameters and NeMo for more than 20B parameters. The PPO version of NeMo is still under development, but frameworks for ChatGPT RLHF using trlX have been almost completed, including publishing a summary task RLHF using trlX on WandB.

llama.cpp: llama.cpp is a project by Georgi Gerganov from Bulgaria, reminiscent of the talented hacker Fabrice Bellard from France (who is also currently all-in with GPT and LLM), with the goal of making LLaMA runnable on a local MacBook rather than an A100 GPU. Its main objectives are C++ optimization, 4-bit quantization, and CPU support. It has been an ongoing personal project for a long time, developing C++ projects that infer GPT on CPU, and it shows a high level of completion, which suggests that it may be possible to run the service on CPU servers alone in production.

LLaMA 4bit ChatBot Guide v2: LLaMA 4bit ChatBot Guide v2 provides a guide on running LLaMA with 4-bit quantization. It offers various resources that can significantly reduce operating costs by running CPU production.