Jayasurya Marasani
@jayasuryamarasani.bsky.social
1. AI/ML Engineer
2. Want to learn Quantum AI
2. Want to learn Quantum AI
Pinned
2025 Goals:
1️⃣ Specialize in AI 🤖
2️⃣ Master Vim 💻
3️⃣ Solve 200+ LeetCode problems in Python & C++ 🧩
4️⃣ Build AI models & agents 🔍
5️⃣ Contribute to open-source 🌍
6️⃣ Crack a job 💼
7️⃣ Publish 2+ journals 📚
8️⃣ Explore Quantum AI ⚛️
9️⃣ Stay fit & healthy 🏋️♂️
🔟 Read 12+ books 📖
1️⃣1️⃣ Grow X followers to 200+ 🚀
1️⃣ Specialize in AI 🤖
2️⃣ Master Vim 💻
3️⃣ Solve 200+ LeetCode problems in Python & C++ 🧩
4️⃣ Build AI models & agents 🔍
5️⃣ Contribute to open-source 🌍
6️⃣ Crack a job 💼
7️⃣ Publish 2+ journals 📚
8️⃣ Explore Quantum AI ⚛️
9️⃣ Stay fit & healthy 🏋️♂️
🔟 Read 12+ books 📖
1️⃣1️⃣ Grow X followers to 200+ 🚀
Why do AI companies always launch their browsers on macOS first?
October 22, 2025 at 7:48 AM
Why do AI companies always launch their browsers on macOS first?
can anyone tell me what is the best way to publish our own dataset?
April 8, 2025 at 5:08 AM
can anyone tell me what is the best way to publish our own dataset?
In Mixture of Experts (MoE) architecture,
- Total parameters refer to the sum of all parameters across all experts (subnetworks).
- Active parameters refer as the subset used for a specific input.
#Llama4
#AI
#MachineLearning
- Total parameters refer to the sum of all parameters across all experts (subnetworks).
- Active parameters refer as the subset used for a specific input.
#Llama4
#AI
#MachineLearning
April 6, 2025 at 1:21 PM
In Mixture of Experts (MoE) architecture,
- Total parameters refer to the sum of all parameters across all experts (subnetworks).
- Active parameters refer as the subset used for a specific input.
#Llama4
#AI
#MachineLearning
- Total parameters refer to the sum of all parameters across all experts (subnetworks).
- Active parameters refer as the subset used for a specific input.
#Llama4
#AI
#MachineLearning
Experts are specialized subnetworks trained to handle specific data patterns or tasks. A gating network dynamically routes inputs to the most relevant experts, improving efficiency by activating only necessary components. This allows LLMs to maintain high performance and reduces computational costs.
April 6, 2025 at 1:19 PM
Experts are specialized subnetworks trained to handle specific data patterns or tasks. A gating network dynamically routes inputs to the most relevant experts, improving efficiency by activating only necessary components. This allows LLMs to maintain high performance and reduces computational costs.
Llama 4 Behemoth:
- 288 billion active parameter model
- 2 trillion total parameters
- 16 experts
- still in preview
- apparently beats GPT-4.5, Claude Sonnet 3.7 and Gemini 2.0 Pro on several STEM benchmarks
#Llama4
#AI
#MachineLearning
- 288 billion active parameter model
- 2 trillion total parameters
- 16 experts
- still in preview
- apparently beats GPT-4.5, Claude Sonnet 3.7 and Gemini 2.0 Pro on several STEM benchmarks
#Llama4
#AI
#MachineLearning
April 6, 2025 at 1:07 PM
Llama 4 Behemoth:
- 288 billion active parameter model
- 2 trillion total parameters
- 16 experts
- still in preview
- apparently beats GPT-4.5, Claude Sonnet 3.7 and Gemini 2.0 Pro on several STEM benchmarks
#Llama4
#AI
#MachineLearning
- 288 billion active parameter model
- 2 trillion total parameters
- 16 experts
- still in preview
- apparently beats GPT-4.5, Claude Sonnet 3.7 and Gemini 2.0 Pro on several STEM benchmarks
#Llama4
#AI
#MachineLearning
Llama 4 Maverick:
- 17 billion active parameter model
- 128 experts
- 400 billion total parameters
- uses Mixture of Experts architecture
- excels in both image and text understanding
#Llama4
#AI
#MachineLearning
- 17 billion active parameter model
- 128 experts
- 400 billion total parameters
- uses Mixture of Experts architecture
- excels in both image and text understanding
#Llama4
#AI
#MachineLearning
April 6, 2025 at 1:01 PM
Llama 4 Maverick:
- 17 billion active parameter model
- 128 experts
- 400 billion total parameters
- uses Mixture of Experts architecture
- excels in both image and text understanding
#Llama4
#AI
#MachineLearning
- 17 billion active parameter model
- 128 experts
- 400 billion total parameters
- uses Mixture of Experts architecture
- excels in both image and text understanding
#Llama4
#AI
#MachineLearning
Llama 4 Scout:
- 17 billion active parameter model
- 109 total parameters
- 16 experts
- uses Mixture of Experts architecture
- fits in a single NVIDIA H100 GPU
- 10M Context Window
#Llama4
#AI
#MachineLearning
- 17 billion active parameter model
- 109 total parameters
- 16 experts
- uses Mixture of Experts architecture
- fits in a single NVIDIA H100 GPU
- 10M Context Window
#Llama4
#AI
#MachineLearning
April 6, 2025 at 12:56 PM
Llama 4 Scout:
- 17 billion active parameter model
- 109 total parameters
- 16 experts
- uses Mixture of Experts architecture
- fits in a single NVIDIA H100 GPU
- 10M Context Window
#Llama4
#AI
#MachineLearning
- 17 billion active parameter model
- 109 total parameters
- 16 experts
- uses Mixture of Experts architecture
- fits in a single NVIDIA H100 GPU
- 10M Context Window
#Llama4
#AI
#MachineLearning
Meta has recently unveiled its latest series of large language models (LLMs) under the Llama 4. They are:
1. Scout
2. Maverick
3. Behemoth
#Llama4
#AI
#MachineLearning
1. Scout
2. Maverick
3. Behemoth
#Llama4
#AI
#MachineLearning
April 6, 2025 at 12:46 PM
Meta has recently unveiled its latest series of large language models (LLMs) under the Llama 4. They are:
1. Scout
2. Maverick
3. Behemoth
#Llama4
#AI
#MachineLearning
1. Scout
2. Maverick
3. Behemoth
#Llama4
#AI
#MachineLearning
Midjourney just dropped V7. Its first new AI image model in nearly a year! 🎨 This update boasts improved text prompt processing, stunning image quality, and better coherence.
#AI
#Midjourney
#imagegeneration
#ghiblistyle
#AI
#Midjourney
#imagegeneration
#ghiblistyle
April 4, 2025 at 4:40 PM
Midjourney just dropped V7. Its first new AI image model in nearly a year! 🎨 This update boasts improved text prompt processing, stunning image quality, and better coherence.
#AI
#Midjourney
#imagegeneration
#ghiblistyle
#AI
#Midjourney
#imagegeneration
#ghiblistyle
April 4, 2025 at 11:10 AM
Thinking of brushing up on C++ and Python at the same time—been a while since I last used them. I’m planning to tackle DSA problems with both languages, solving the same question in each to practice. I want to keep learning both: Python for AI, C++ for CUDA. Is it ok to use two languages? Any tips?
April 3, 2025 at 11:04 PM
Thinking of brushing up on C++ and Python at the same time—been a while since I last used them. I’m planning to tackle DSA problems with both languages, solving the same question in each to practice. I want to keep learning both: Python for AI, C++ for CUDA. Is it ok to use two languages? Any tips?
How many cameras do you actually use on your smartphone? I only use the main rear camera for scanning documents and the front camera for video calls. What about you?
April 3, 2025 at 10:11 AM
How many cameras do you actually use on your smartphone? I only use the main rear camera for scanning documents and the front camera for video calls. What about you?
Has anyone tried same.new? It’s amazing! You can instantly clone a website and get the code for it—just like prompting ChatGPT but for web development. Definitely worth checking out!
#WebDevelopment
#AI
#WebDevelopment
#AI
Same
same.new
April 2, 2025 at 11:38 PM
Has anyone tried same.new? It’s amazing! You can instantly clone a website and get the code for it—just like prompting ChatGPT but for web development. Definitely worth checking out!
#WebDevelopment
#AI
#WebDevelopment
#AI
What happened to Microsoft Copilot? I haven't seen any updates about it in a while.
April 2, 2025 at 11:27 PM
What happened to Microsoft Copilot? I haven't seen any updates about it in a while.
JavaScript Vs TypeScript
Which one is better. Choose now. I choose typescript
Which one is better. Choose now. I choose typescript
April 2, 2025 at 1:07 PM
JavaScript Vs TypeScript
Which one is better. Choose now. I choose typescript
Which one is better. Choose now. I choose typescript
Smartphones today are overrated, offering mediocre performance with unnecessary hardware at excessively high prices. What do you think?
April 2, 2025 at 8:28 AM
Smartphones today are overrated, offering mediocre performance with unnecessary hardware at excessively high prices. What do you think?
I hope apple increases the RAM and Storage capacity for the Base M5Pro Macbook Pro. For $2000 or ₹2,00,000 we should really expect the RAM and Storage to be minimum of 32GB and 1TB
April 1, 2025 at 10:30 AM
I hope apple increases the RAM and Storage capacity for the Base M5Pro Macbook Pro. For $2000 or ₹2,00,000 we should really expect the RAM and Storage to be minimum of 32GB and 1TB
It's a good thing that OpenAI is planning to launch the open source reasoning model
March 31, 2025 at 10:34 PM
It's a good thing that OpenAI is planning to launch the open source reasoning model
Things that I consider to buy a smartphone for myself:
1. Performance
2. Software
3. RAM and Storage
4. Battery
5. Display
1. Performance
2. Software
3. RAM and Storage
4. Battery
5. Display
March 31, 2025 at 10:33 PM
Things that I consider to buy a smartphone for myself:
1. Performance
2. Software
3. RAM and Storage
4. Battery
5. Display
1. Performance
2. Software
3. RAM and Storage
4. Battery
5. Display
Try to get fooled today.
March 31, 2025 at 8:50 PM
Try to get fooled today.
Happy April Fool's Day
March 31, 2025 at 8:50 PM
Happy April Fool's Day
Does Gemini 2.5 Pro have a canvas feature like ChatGPT and Claude?
March 31, 2025 at 8:50 PM
Does Gemini 2.5 Pro have a canvas feature like ChatGPT and Claude?
Gemini 2.5 Pro just redefined AI reasoning – 18.8% score on Humanity’s Last Exam without test-time tricks
March 31, 2025 at 10:15 AM
Gemini 2.5 Pro just redefined AI reasoning – 18.8% score on Humanity’s Last Exam without test-time tricks
Google rolled out Gemini 2.5 pro (experimental) to every user for free
March 31, 2025 at 10:11 AM
Google rolled out Gemini 2.5 pro (experimental) to every user for free
Microsoft briefly announced a limited-time free upgrade to Windows 11 for eligible Windows 10 users, but the blog post has since been removed!
#Windows11
#Windows10
#Microsoft
#Windows11
#Windows10
#Microsoft
January 16, 2025 at 5:47 AM
Microsoft briefly announced a limited-time free upgrade to Windows 11 for eligible Windows 10 users, but the blog post has since been removed!
#Windows11
#Windows10
#Microsoft
#Windows11
#Windows10
#Microsoft