Monster API Blog - Plushcap

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blog.monsterapi.ai

Posts YTD

0 ↓ vs 24 last year

Avg Posts/Month

4.4 since 2024

Monthly Post Volume

Start year: 2023 2024 2025 2026

Post Details

Search:

Title	Author	Published	Words	HN Pts
Common Large Language Model Fine-tuning Mistakes to Avoid	Sparsh Bhasin	2024-09-16	898	--
How to Host a Fine-Tuned LLM?	Sparsh Bhasin	2024-09-02	1,380	--
Enhancing Language Model Fine-tuning with LLM Data Augmentation	Sparsh Bhasin	2024-07-26	936	--
LLaMa 3.1 405B vs GPT4o - Head-to-Head Comparison	Sparsh Bhasin	2024-07-30	10,166	4
Deploying Llama 3 with MonsterGPT	Rohan Paul	2024-05-15	788	--
A Guide to Negative Prompts in Stable Diffusion	Sparsh Bhasin	2024-07-05	827	--
Text guided fashion clothes image inpainting on MonsterAPI	Sparsh Bhasin	2024-09-07	735	--
Accelerating Learning with Grokkfast: Now Available in MonsterAPI	Sparsh Bhasin	2024-09-05	703	--
Supervised vs Unsupervised LLM Finetuning: A Comprehensive Guide	Sparsh Bhasin	2024-09-25	924	--
MonsterAPI is Now Integrated With Portkey - Here’s Everything You Need to …	Sparsh Bhasin	2024-05-23	661	--
How to Fine-tune a Large Language Model	Rohan Paul	2024-07-01	3,874	--
How to Choose the Right GPU for Finetuning LLMs?	Souvik Datta	2024-04-24	1,224	--
RAG vs Fine-Tuning: Choosing the Right Approach for Your LLM	Sparsh Bhasin	2024-08-13	1,161	--
Unsloth & SDPA Integrated in MonsterAPI for 2x LLM Finetuning Performance Boost	Sparsh Bhasin	2024-07-01	1,214	--
9 Top Open-Source LLMs for 2024 & Their Use-Cases	Sparsh Bhasin	2024-09-21	1,620	--
Everything you need to know before fine-tuning Apple’s Open ELM	Sparsh Bhasin	2024-08-07	1,183	--
What is vLLM and How to Implement It?	Sparsh Bhasin	2024-07-04	1,551	--
SDXL Optimization: Faster API and Lower Costs	Souvik Datta	2024-05-08	416	--
Stable Diffusion 3 - Latest Image Generation Model that beats MidJourney, DALL-E, …	Sparsh Bhasin	2024-06-11	889	--
How to fine-tune a Large Language Model (LLM) and deploy it on …	Souvik Datta	2024-01-10	1,035	--
Top 12 LLM Leaderboards to Help You Choose the Right Model	Sparsh Bhasin	2024-09-30	1,118	--
Enhancing LLM Context Length with RoPE Scaling	Sparsh Bhasin	2024-08-09	1,109	--
Finetuning Llama-3 with MonsterGPT	Rohan Paul	2024-05-27	1,068	--
Build a Retrieval-Augmented Generation ChatBot in 10 Minutes using MonsterAPI	Souvik Datta	2024-02-09	740	--
Fine-tuning LLama 3.1 8B and Outperforming the Competition	Sparsh Bhasin	2024-08-17	774	5
Step-by-Step Guide to Finetuning SDXL	Souvik Datta	2024-04-06	909	--
Introduction to LLMs - What Are LLMs, How Do LLMs Work?	Souvik Datta	2024-03-07	1,183	--
Dataset Thinning for faster fine-tuning of LLMs	Sparsh Bhasin	2024-10-03	910	--
Txt2Img API Model Upgrade	Souvik Datta	2024-05-17	267	--
Step-by-Step Guide to Deploying Flux Docker Image	Sparsh Bhasin	2024-09-09	742	--
Fine-tuning Gemma-2–2B-it for Translation	Sparsh Bhasin	2024-10-04	644	--
Deploying ComfyUI Docker Image on MonsterAPI	Sparsh Bhasin	2024-07-18	669	--
What is LORA and Q-LORA Finetuning?	Sparsh Bhasin	2024-06-01	1,820	--
Choosing the Right LLMs & Fine-Tuning for Text Summarization & Code Generation?	Sparsh Bhasin	2024-08-29	1,185	--
What is LLaMa 3 and How It Differs from LLaMa 2	Souvik Datta	2024-05-14	383	--
Gemma-2B LLM fine tuned on MonsterAPI outperforms LLaMA 13B on Maths reasoning	Souvik Datta	2024-04-03	504	--
Using Perplexity to eliminate known data points	Sparsh Bhasin	2024-10-03	958	2
Photomaker Optimization: Faster API and Lower Costs	Souvik Datta	2024-05-14	374	--
Instruction Pre-Training of Language models using Monster-API	Sparsh Bhasin	2024-10-01	1,207	2
How to Fine-tune Open Source AI Models like LlaMa, Mistral, SDXL	Sparsh Bhasin	2024-06-21	2,307	--
Fine-tuning Google Gemma 2B: A Case Study in Model Finetuning and Optimization	Sparsh Bhasin	2024-09-17	708	3
Haystack x MonsterAPI: Powerful SLMs at your fingertips	Sparsh Bhasin	2024-08-03	875	--
Deploying Large Language Models: Navigating the Unknown	Sparsh Bhasin	2024-10-05	1,309	--
Apple Intelligence Unveiled: The Next-Gen AI Driving Personalized Experiences	Sparsh Bhasin	2024-10-16	638	--
5 Reasons Why LoRA Adapters are the Future of Fine-Tuning	Sparsh Bhasin	2024-10-22	782	--
How to Build a Dataset for LLM Fine-tuning	Sparsh Bhasin	2024-10-24	1,855	--
How to run a fine-tuned image generation SDXL model?	Sparsh Bhasin	2024-10-29	746	--
How to Finetune Whisper for Speech-to-Text Transcription	Sparsh Bhasin	2024-11-01	466	--
Comprehensive Guide for Instruction Fine-tuning of LLaMa 3.2 using MonsterAPI	Sparsh Bhasin	2024-11-01	687	--
How to Fine-tune SDXL for Avatar Generation on MonsterAPI	Sparsh Bhasin	2024-11-03	885	--
Building a Sarcastic Chatbot: A Case Study in Fine-Tuning and Deployment with …	Sparsh Bhasin	2024-11-08	648	1
Best Image Classification Models in 2024	Sparsh Bhasin	2024-11-12	867	--
How to Evaluate LLM Performance Using MonsterAPI	Sparsh Bhasin	2024-11-20	795	--
The Best Large Language Models (LLMs) for Coding: A Comprehensive Guide	Sparsh Bhasin	2024-11-27	1,283	--
How to Improve Code Suggestions With AI-Powered Development Tools	Sparsh Bhasin	2024-11-26	1,063	--
What is SearchGPT? Google’s Latest Opponent	Sparsh Bhasin	2024-12-03	826	--
100+ Essential AI Statistics You Should Know for 2024	Sparsh Bhasin	2024-12-11	2,030	--
Best 7 Image-to-Video AI Models in 2024	Sparsh Bhasin	2024-12-10	1,740	--
7 Best AI Image Generators for Creators and Marketers	Sparsh Bhasin	2024-12-12	1,086	--
5 Reasons Your Business Needs a Fine-Tuned AI Model	Sparsh Bhasin	2024-12-17	1,005	--
Artificial Intelligence vs Machine Learning vs Deep Learning - A Comprehensive Guide	Sparsh Bhasin	2024-12-21	1,239	--
Achieving 50x Faster Inference than HuggingFace with MonsterDeploy	Sparsh Bhasin	2025-01-01	1,117	--
Achieving 62x Faster Inference than HuggingFace with MonsterDeploy	Sparsh Bhasin	2025-01-01	1,127	2
How Neural Networks Work: A Beginner's Guide	Sparsh Bhasin	2025-01-02	657	--
Role of AI in Personalized Marketing	Sparsh Bhasin	2025-01-04	950	--
Difference Between Upstream & Downstream in Microservice	Sparsh Bhasin	2025-01-08	718	--
Using ORPO to Improve LLM Fine-tuning with MonsterAPI	Sparsh Bhasin	2025-01-12	955	--
CPU vs. GPU: Key Differences & Uses Explained	Sparsh Bhasin	2025-01-17	1,261	--
Haystack x MonsterAPI: Powerful SLMs at your fingertips	Sparsh Bhasin	2024-08-03	885	--
Cloud vs. On-Premises: Choosing the Best Deployment Option for LLMs	Sparsh Bhasin	2025-01-21	952	--
Deploying Phi-4 on MonsterAPI	Gaurav Vij	2025-01-24	473	--
CPU vs. GPU: Key Differences & Uses Explained	Gaurav Vij	2025-01-17	1,261	--
Enhancing LLM Context Length with RoPE Scaling	Gaurav Vij	2024-08-09	1,137	--
Cloud vs. On-Premises: Choosing the Best Deployment Option for LLMs	Gaurav Vij	2025-01-21	952	--
Choosing the Right LLMs & Fine-Tuning for Text Summarization & Code Generation?	Gaurav Vij	2024-08-29	1,209	--
Fine-tuning Google Gemma 2B: A Case Study in Model Finetuning and Optimization	Gaurav Vij	2024-09-17	724	--
Role of AI in Personalized Marketing	Gaurav Vij	2025-01-04	950	--
Deploying Flux AI On MonsterAPI	Nilofer	2025-03-20	1,779	--
Haystack x MonsterAPI: Powerful SLMs at your fingertips	Gaurav Vij	2024-08-03	885	--
Apple Intelligence Unveiled: The Next-Gen AI Driving Personalized Experiences	Gaurav Vij	2024-10-16	647	--
Stable Diffusion 3 - Latest Image Generation Model that beats MidJourney, DALL-E, …	Gaurav Vij	2024-06-11	901	--
Enhancing Language Model Fine-tuning with LLM Data Augmentation	Gaurav Vij	2024-07-26	957	--
Gemma-2B LLM fine tuned on MonsterAPI outperforms LLaMA 13B on Maths reasoning	Gaurav Vij	2024-04-03	525	--
Building a Sarcastic Chatbot: A Case Study in Fine-Tuning and Deployment with …	Gaurav Vij	2024-11-08	661	--
How to Choose the Right GPU for Finetuning LLMs?	Gaurav Vij	2024-04-24	1,261	--
How to fine-tune a Large Language Model (LLM) and deploy it on …	Gaurav Vij	2024-01-10	1,051	--
Top 12 LLM Leaderboards to Help You Choose the Right Model	Gaurav Vij	2024-09-30	1,139	--
AI Agents vs. Multi-Agent Systems	Nilofer	2025-03-29	2,929	--
How to Finetune Whisper for Speech-to-Text Transcription	Gaurav Vij	2024-11-01	498	--
What is vLLM and How to Implement It?	Gaurav Vij	2024-07-04	1,554	--
Dataset Thinning for faster fine-tuning of LLMs	Gaurav Vij	2024-10-03	927	--
Text guided fashion clothes image inpainting on MonsterAPI	Gaurav Vij	2024-09-07	753	--
What is LLaMa 3 and How It Differs from LLaMa 2	Gaurav Vij	2024-05-14	389	--
Using Perplexity to eliminate known data points	Gaurav Vij	2024-10-03	973	--
MonsterAPI is Now Integrated With Portkey - Here’s Everything You Need to …	Gaurav Vij	2024-05-23	678	--
What is Multiport Support for Custom Image Deployments?	Nilofer	2025-02-19	1,048	--
How to Fine-tune Open Source AI Models like LlaMa, Mistral, SDXL	Gaurav Vij	2024-06-21	2,360	--
Fine-Tuning Language Models Using Direct Preference Optimization (DPO)	Nilofer	2025-02-26	593	--
RAG vs Fine-Tuning: Choosing the Right Approach for Your LLM	Gaurav Vij	2024-08-13	1,167	--
Unsloth & SDPA Integrated in MonsterAPI for 2x LLM Finetuning Performance Boost	Gaurav Vij	2024-07-01	1,265	--
How to Generate Synthetic Data and Fine-Tune a Small Language Model (SLM) …	Nilofer	2025-04-09	3,042	--
Complete Guide to AI Agents - What, When, & How?	Nilofer	2025-03-22	3,940	--
Everything you need to know before fine-tuning Apple’s Open ELM	Gaurav Vij	2024-08-07	1,193	--
Introduction to LLMs - What Are LLMs, How Do LLMs Work?	Gaurav Vij	2024-03-07	1,195	--
Step-by-Step Guide to Finetuning SDXL	Gaurav Vij	2024-04-06	926	--
How to Build a Dataset for LLM Fine-tuning	Gaurav Vij	2024-10-24	1,877	--
Photomaker Optimization: Faster API and Lower Costs	Gaurav Vij	2024-05-14	382	--
Comparing Deepseek V3 vs Qwen 2.5B - Case Study	Nilofer	2025-02-17	7,321	--
What is LORA and Q-LORA Finetuning?	Gaurav Vij	2024-06-01	1,842	--
Common Large Language Model Fine-tuning Mistakes to Avoid	Gaurav Vij	2024-09-16	935	--
Difference Between Upstream & Downstream in Microservice	Gaurav Vij	2025-01-08	718	--
A Guide to Negative Prompts in Stable Diffusion	Gaurav Vij	2024-07-05	849	--
Accelerating Learning with Grokkfast: Now Available in MonsterAPI	Gaurav Vij	2024-09-05	720	--
Deploying Llama 3 with MonsterGPT	Gaurav Vij	2024-05-15	799	--
Fine-tuning Gemma-2–2B-it for Translation	Gaurav Vij	2024-10-04	683	--
The Best Large Language Models (LLMs) for Coding: A Comprehensive Guide	Gaurav Vij	2024-11-27	1,297	--
How to Improve Code Suggestions With AI-Powered Development Tools	Gaurav Vij	2024-11-26	1,091	--
Artificial Intelligence vs Machine Learning vs Deep Learning - A Comprehensive Guide	Gaurav Vij	2024-12-21	1,253	--
Comprehensive Guide for Instruction Fine-tuning of LLaMa 3.2 using MonsterAPI	Gaurav Vij	2024-11-01	696	--
Top 8 Challenges Startups Face in Building Custom AI Agents (and How …	Nilofer	2025-04-01	1,496	--
Fine-tuning LLama 3.1 8B and Outperforming the Competition	Gaurav Vij	2024-08-17	789	--
Deploying Large Language Models: Navigating the Unknown	Gaurav Vij	2024-10-05	1,332	--
How Neural Networks Work: A Beginner's Guide	Gaurav Vij	2025-01-02	657	--
5 Reasons Your Business Needs a Fine-Tuned AI Model	Gaurav Vij	2024-12-17	1,025	--
100+ Essential AI Statistics You Should Know for 2024	Gaurav Vij	2024-12-11	2,070	--
How to Fine-tune SDXL for Avatar Generation on MonsterAPI	Gaurav Vij	2024-11-03	913	--
What is SearchGPT? Google’s Latest Opponent	Gaurav Vij	2024-12-03	839	--
Instruction Pre-Training of Language models using Monster-API	Gaurav Vij	2024-10-01	1,225	--
How to Fine-tune a Large Language Model	Gaurav Vij	2024-07-01	3,897	--
SDXL Optimization: Faster API and Lower Costs	Gaurav Vij	2024-05-08	419	--
How to Evaluate LLM Performance Using MonsterAPI	Gaurav Vij	2024-11-20	810	--
Finetuning Llama-3 with MonsterGPT	Gaurav Vij	2024-05-27	1,076	--
Build a Retrieval-Augmented Generation ChatBot in 10 Minutes using MonsterAPI	Gaurav Vij	2024-02-09	755	--
Deploying Phi-4 on MonsterAPI	Gaurav Vij	2025-01-24	473	--
Deploying ComfyUI Docker Image on MonsterAPI	Gaurav Vij	2024-07-18	684	--
Txt2Img API Model Upgrade	Gaurav Vij	2024-05-17	297	--
How to run a fine-tuned image generation SDXL model?	Gaurav Vij	2024-10-29	755	--
Using ORPO to Improve LLM Fine-tuning with MonsterAPI	Gaurav Vij	2025-01-12	955	--
Achieving 62x Faster Inference than HuggingFace with MonsterDeploy	Gaurav Vij	2025-01-01	1,127	--
5 Reasons Why LoRA Adapters are the Future of Fine-Tuning	Gaurav Vij	2024-10-22	806	--
Best 7 Image-to-Video AI Models in 2024	Gaurav Vij	2024-12-10	1,760	--
9 Top Open-Source LLMs for 2024 & Their Use-Cases	Gaurav Vij	2024-09-21	1,645	--
5 AI Agents Every Startup Should Have for Increasing Productivity	Nilofer	2025-03-22	1,187	--
LLaMa 3.1 405B vs GPT4o - Head-to-Head Comparison	Gaurav Vij	2024-07-30	10,305	--
Best Image Classification Models in 2024	Gaurav Vij	2024-11-12	890	--
How to Host a Fine-Tuned LLM?	Gaurav Vij	2024-09-02	1,390	--
Supervised vs Unsupervised LLM Finetuning: A Comprehensive Guide	Gaurav Vij	2024-09-25	933	--
7 Best AI Image Generators for Creators and Marketers	Gaurav Vij	2024-12-12	1,102	--
Step-by-Step Guide to Deploying Flux Docker Image	Gaurav Vij	2024-09-09	759	--
The Role of Reasoning Models in Autonomous Decision-Making	Nilofer	2025-04-21	3,925	--
Comparing Chain-of-Thought (CoT) and Tree-of-Thought (ToT) Reasoning Models in AI Agents	Nilofer	2025-04-18	2,060	--
How Software Engineers Are Leveraging LLM-Powered Agents For Code Automation	Nilofer	2025-04-23	1,434	--
The Role of Large Language Models (LLMs) in Developer Tools	Nilofer	2025-04-30	2,985	--
Discriminative vs Generative Models	Nilofer	2025-05-01	2,430	--
Model Context Protocol (MCP) - A Deep Dive	Nilofer	2025-05-05	2,097	--
MCP vs Toolformer: Two Approaches to Enabling Tool Capabilities in LLMs	Nilofer	2025-05-06	2,928	--
Understanding AI Agent Frameworks	Nilofer	2025-05-12	2,989	--
Gemini Flash 2.0 vs. Gemini Flash 2.0 Lite: Technical Overview and Reasoning …	Nilofer	2025-05-26	1,790	--

Plushcap, by Matt Makai. 2021-2026.