CASI BORG

Author: qloud-tech

  • Getting GLM 4.7 Working with Flash Attention on Llama.cpp

    Getting GLM 4.7 Working with Flash Attention on Llama.cpp

    Introduction to GLM 4.7 and Llama.cpp

    GLM 4.7 is a powerful language model that has been making waves in the AI community. To get the most out of this model, it’s essential to understand how to implement it using llama.cpp, a popular framework for running language models. In this article, we’ll explore how to get GLM 4.7 working with flash attention on llama.cpp, ensuring correct outputs and optimal performance.

    Prerequisites and Setup

    Before diving into the implementation, make sure you have the necessary prerequisites installed. This includes the latest version of llama.cpp, which can be obtained from the official GitHub repository. Additionally, you’ll need to download the GLM-4.7-Flash-GGUF model from Hugging Face.

    Enabling Flash Attention on CUDA

    To enable flash attention on CUDA, navigate to the glm_4.7_headsize branch of the llama.cpp repository. This branch contains the necessary modifications to support flash attention. Once you’ve checked out the branch, build the project using the provided instructions.

    Running GLM 4.7 with Flash Attention

    With the prerequisites and setup complete, you can now run GLM 4.7 with flash attention using the following command: export LLAMA_CACHE="unsloth/GLM-4.7-GGUF" && ./llama.cpp/llama-cli -hf unsloth/GLM-4.7-GGUF:UD-Q2_K_XL --jinja --ctx-size 16384 --flash-attn on --temp 1.0 --top-p 0.95 --fit on. This command sets the necessary environment variables, specifies the model and its parameters, and enables flash attention.

    Troubleshooting Common Issues

    When working with GLM 4.7 and llama.cpp, you may encounter issues such as slow inference speed or import errors with transformers. To address these problems, refer to the GLM-4.7-Flash Complete Guide, which provides detailed solutions and workarounds.

    Conclusion and Future Implications

    In conclusion, getting GLM 4.7 working with flash attention on llama.cpp requires careful attention to prerequisites, setup, and configuration. By following the steps outlined in this article and troubleshooting common issues, you can unlock the full potential of this powerful language model. As the field of AI continues to evolve, it’s essential to stay up-to-date with the latest developments and advancements in language models and their implementation.

  • Revolutionizing Sports Intelligence with $PIKZ

    Revolutionizing Sports Intelligence with $PIKZ


    Introduction to $PIKZ

    The highly anticipated $PIKZ token has officially launched, marking a significant milestone in the world of sports intelligence and artificial intelligence. Following a successful presale that raised 148 ETH, Pikz AI is now live on Uniswap and MEXC, offering a fully operational utility ecosystem.

    The Launch Details

    The token is launching simultaneously on decentralized and centralized exchanges to ensure maximum liquidity and accessibility. The launch time is set for 6 PM UTC | 1 PM EST, with a trading pair of $PIKZ. MEXC has featured $PIKZ on its Kickstarter platform, offering 0 Fee Trading starting at the launch time.

    Real Utility: The Pikz AI Platform

    Unlike speculative assets, $PIKZ is backed by a live product delivering real-time value. Pikz AI is building an intelligent prediction layer for sports betting and on-chain prediction markets, combining advanced AI models with real-time data feeds. The platform boasts a 64% accuracy rate for its AI-powered sports predictions.

    A Data-Driven Future

    Pikz AI is proving that the next wave of Web3 adoption will be driven by products that deliver a clear, measurable edge to users. With 148 ETH raised and a dual-exchange launch, Pikz AI is moving rapidly to dominate the intersection of AI, sports betting, and blockchain technology.

    Expert Insights and Analysis

    According to Sylvia Stuart, the presale was just the warm-up, and the team is positioning this event as the “biggest launch of 2026.” The launch of $PIKZ is expected to have a significant impact on the sports intelligence and AI industries.

  • XRP Stabilizes Near $2.1: Technical Analysis and Market Implications

    XRP Stabilizes Near $2.1: Technical Analysis and Market Implications

    XRP Price Analysis

    XRP has stabilized near the $2.1 area, with a reflex bounce observed over the past week. However, the broader structure continues to signal repair rather than reversal, according to Central Charts and TipRanks.

    Technical Indicators

    The 20-day exponential moving average is $1.97, while the 50-day exponential moving average is $2.02, indicating a buy signal. The Relative Strength Index (RSI) is 57.45, suggesting a neutral signal.

    Market Implications

    The XRP price surge to $2.02 after breaking through the $1.96 resistance level with strong volume indicates potential for further gains. However, traders are watching if XRP can maintain above $2.00, with $1.96 as a critical support level to avoid a return to previous trading ranges, as reported by Coindesk.

    Pivot Points and Moving Averages

    Pivot points can also be used to set price objectives. The standard pivot point is $2.17, while the Camarilla pivot point is $2.31. The 5-day moving average is $2.19, suggesting a sell signal, while the 20-day moving average is $1.97, indicating a buy signal.

  • Crypto Market Shift: Shiba Inu, Pepe, and ZKP

    Crypto Market Shift: Shiba Inu, Pepe, and ZKP

    Introduction to the Crypto Market Shift

    The first week of 2026 has brought significant changes to the crypto market, with Shiba Inu experiencing a mid-tier accumulation rally and Pepe showing signs of a possible rebound in the meme-coin sector. Meanwhile, ZKP has caught investors’ attention with a $5M mega giveaway.

    Shiba Inu’s Mid-Tier Accumulation Rally

    Shiba Inu’s recent price movements indicate a notable accumulation of the coin by mid-tier investors. This shift in market sentiment could be a sign of growing confidence in the coin’s potential for long-term growth.

    Pepe’s Possible Rebound

    Pepe, another popular meme-coin, is showing signs of a possible rebound. With the crypto market being highly volatile, it’s essential to keep a close eye on Pepe’s price movements and market sentiment.

    ZKP’s $5M Mega Giveaway

    ZKP has made headlines with its $5M mega giveaway, attracting the attention of investors and crypto enthusiasts alike. This move could be a strategic attempt to increase adoption and build a stronger community around the coin.

    Market Sentiment and Volatility

    The crypto market is known for its volatility, and market sentiment can pivot quickly. It’s crucial for investors to stay informed and adapt to changing market conditions to make informed investment decisions.

  • Traders Shift Focus to BlockDAG as Litecoin and Hedera Struggle

    Traders Shift Focus to BlockDAG as Litecoin and Hedera Struggle

    Introduction to BlockDAG and Market Trends

    The crypto market is abuzz with the potential for the next major breakout, and traders are increasingly looking towards BlockDAG as a strong contender. With its presale nearing its end and having already raised over $441 million, BlockDAG is gaining significant attention. This comes at a time when well-known cryptocurrencies like Litecoin and Hedera are facing challenges, with their price predictions weakening.

    Litecoin and Hedera Price Predictions Weaken

    According to Analytics Insight, the Litecoin price prediction remains uncertain due to its inability to break through key resistance levels, leading to fears of a long squeeze. Similarly, the Hedera price prediction is under pressure, with HBAR struggling to stay above critical support zones.

    BlockDAG Presale and Its Implications

    As discussed in MEXC, BlockDAG’s presale has been highly successful, with more than $441 million collected. The presale’s final phase offers a limited-time entry at $0.003 per coin, presenting a last chance for investors before the pricing changes. This opportunity, combined with the project’s strong momentum and the tightening supply of available coins, positions BlockDAG as a potential candidate for the next significant crypto market explosion.

    Why Traders Are Buying BlockDAG

    Traders are drawn to BlockDAG due to its promising presale performance and the potential for substantial returns. The project’s progress, coupled with the challenges faced by other cryptocurrencies, makes it an attractive option for those seeking the next big opportunity in the crypto space. As XT highlights, the combination of a limited-time offer at $0.003 and the anticipation of a significant price increase post-presale makes BlockDAG a compelling investment opportunity.

    Conclusion and Future Implications

    In conclusion, the shift in focus towards BlockDAG is driven by its strong presale performance and the weakening price predictions of Litecoin and Hedera. As the crypto market continues to evolve, projects like BlockDAG are likely to garner more attention due to their potential for growth and the appeal of their presales. Investors and traders should stay informed and consider their investment strategies carefully, given the volatile nature of the crypto market.

  • Andreessen Horowitz Raises $15B in New Funds to Back AI Startups

    Andreessen Horowitz Raises $15B in New Funds to Back AI Startups

    Introduction to Andreessen Horowitz’s New Funds

    Andreessen Horowitz, a leading venture capital firm, has announced the raising of $15 billion in new funds. This significant investment will be utilized to back startups advancing U.S. interests, particularly in the fields of artificial intelligence, crypto, and beyond.

    Breakdown of the New Funds

    The $15 billion raised will be allocated across five new funds. The largest fund, worth $6.75 billion, is aimed at scaling up startups. Additionally, $1.7 billion will be invested in an AI infrastructure fund and $1.12 billion in a fund focused on national interests such as defense, housing, and supply chain.

    Market Impact and Future Implications

    This substantial investment by Andreessen Horowitz comes at a time when the venture capital market is experiencing a slowdown. According to PitchBook data, 2025 was the worst year for venture fund raising since 2017, with only $118.6 billion in new commitments closed. However, this fund raise demonstrates the firm’s confidence in the potential of startups to drive technological advancements and economic growth.

    Expert Insights and Technical Analysis

    As noted by Ben Horowitz, co-founder of Andreessen Horowitz, the firm’s investment strategy is focused on supporting startups that can help the U.S. maintain its technological leadership. With over $90 billion in assets under management, Andreessen Horowitz is well-positioned to make a significant impact on the tech industry.

    Conclusion and Future Outlook

    The raising of $15 billion in new funds by Andreessen Horowitz is a significant development in the venture capital landscape. As the firm continues to invest in innovative startups, it is likely to play a key role in shaping the future of technology and driving economic growth.

  • The Rise of Vibe Coding: Empowering CEOs or Harming Innovation?

    The Rise of Vibe Coding: Empowering CEOs or Harming Innovation?

    The Concept of Vibe Coding

    Vibe coding, a term coined by Masad, refers to the practice of writing code based on intuition and vibes rather than rigorous testing and validation. While it may seem like a convenient way for non-technical founders to contribute to their company’s codebase, it has sparked intense debate in the tech community.

    The Risks of Vibe Coding

    According to Masad, vibe coding is ‘absolute brain rot’ and can lead to subpar code quality, security vulnerabilities, and maintenance nightmares. Moreover, it may create a culture where technical excellence is undervalued, and engineers are overworked and underappreciated.

    The Impact on CEOs and Founders

    The idea that CEOs can ‘vibe code’ their own prototypes without needing engineers has been met with skepticism. Replit boss suggests that this approach can lead to cost savings and increased productivity, but critics argue that it may compromise the quality and reliability of the final product.

    Expert Insights

    As experts point out, the success of a company depends on the collaboration between technical and non-technical teams. While CEOs may have a vision for their product, they often lack the technical expertise to execute it. By undervaluing the role of engineers, companies may be shooting themselves in the foot.

  • Hyundai Motor Unveils AI-Powered Chip for DAL-e Delivery Robot

    Hyundai Motor Unveils AI-Powered Chip for DAL-e Delivery Robot


    Introduction to Hyundai Motor’s AI-Powered Chip

    Hyundai Motor Group’s Robotics Lab has successfully developed an on-device AI-powered chip, designed to run tasks locally on a device using AI. This chip, developed in collaboration with Korean AI semiconductor firm Deepx, is now ready for mass production. The announcement was made at the inaugural CES Foundry, a conference and exhibition focused on AI, blockchain, and quantum technologies.

    Key Features of the AI-Powered Chip

    The processor operates with less than 5 watts of power and is capable of detecting, recognizing, and making decisions in real-time using the provided data. Notably, it does not require a cloud or network connection, making it suitable for use in areas with unstable or non-existent network connections, such as underground parking lots or logistics centers. As an on-device chip, it offers faster and more secure performance compared to chips that rely on cloud computing.

    Implications and Future Plans

    According to Hyun Dong-jin, Hyundai Motor Group’s vice president and head of the Robotics Lab, the goal is to provide low-powered, efficient, and smart robots to more people, enabling them to become valuable and beneficial to users. The company aims to build a robust ‘physical AI’ infrastructure through the on-device AI chip, as stated in a press release. Previously, the lab co-developed an AI-powered controller used in the facial recognition system Facey and the DAL-e delivery robot.

    Expert Insights and Analysis

    Experts in the field view this development as a significant step towards enhancing the capabilities of robots and AI-powered devices. The ability to operate without a cloud or network connection expands the potential applications of such technology, particularly in areas where connectivity is a challenge. Furthermore, the emphasis on building a sustainable robot ecosystem underscores Hyundai Motor Group’s commitment to innovation and user benefit.

  • Bitcoin Surges Past $90,000: What’s Next for Crypto?

    Bitcoin Surges Past $90,000: What’s Next for Crypto?


    Introduction to the Current Crypto Market

    The cryptocurrency market has been experiencing significant fluctuations, with Bitcoin recently surpassing the $90,000 mark. This surge has left many investors and enthusiasts wondering what the future holds for the crypto space. According to Coinglass data, 132,723 traders were liquidated in the past 24 hours for $455.54 million, indicating a high level of volatility in the market.

    Key Players in the Market

    Bitcoin’s Recent Performance

    Bitcoin’s price has been on an upward trend, and its current value is a testament to its resilience. However, as Bloomberg Strategist warns, if equity markets remain volatile, Bitcoin could potentially drop to $50,000 in 2026. This highlights the importance of staying informed and adapting to market changes.

    Ethereum, XRP, and Dogecoin’s Status

    Ethereum has also seen significant movement, surging above $3,100, but bearish alarm bells are ringing. XRP and Dogecoin are trading sideways, with their prices currently at $2.14 and $0.1423, respectively. It’s essential to keep an eye on these cryptocurrencies as their movements can impact the overall market.

    Notable Developments and Statistics

    Coinglass data shows that top gainers in the past 24 hours include JasmyCoin, Bittensor, and Lighter. These newcomers are making waves in the crypto space, and their performance is worth monitoring. Furthermore, the liquidation of 132,723 traders in the past 24 hours for $455.54 million underscores the market’s volatility and the need for cautious investment strategies.

    Expert Insights and Analysis

    As an expert in the field, it’s clear that the crypto market is highly unpredictable. The recent surge in Bitcoin’s price is a positive sign, but it’s crucial to remember that the market can be volatile. Investors should always do their research, set clear goals, and never invest more than they can afford to lose.

  • Quantum Trends To Watch In 2026 Insights

    Quantum Trends To Watch In 2026 Insights

    Introduction to Quantum Trends

    Quantum computing continues to evolve rapidly, and 2026 may be the first year when hardware progress and cryptographic risk move from research labs into real-world urgency. Recently, I spoke with Andrew Cheung, Founder and CEO of 01 Quantum Inc. and CTO at qLABS, about where the technology is headed and what investors and operators should track.

    Hardware: Logical Qubits Matter More Than Raw Count

    Most quantum headlines still focus on raw qubit counts. However, Andrew Cheung argues this metric is increasingly misleading. Physical qubits are noisy and error rates accumulate quickly, limiting usable compute power. What matters is the number of error-corrected logical qubits. Logical qubits combine many physical qubits with active error correction to create stable computing units capable of running longer algorithms.

    Progress in Logical Qubit Reliability

    Progress in logical qubit reliability, not raw scaling, is the milestone that could reshape expectations in 2026. Investors should look for published benchmarks showing the number of logical qubits and their reliability. This shift in focus will significantly impact how we evaluate the progress of quantum computing.

    Practical Takeaways

    For those interested in quantum computing, it’s essential to stay updated on the latest developments in logical qubit reliability. As the technology advances, we can expect to see more practical applications of quantum computing in various industries.