Monster API

Founded in 2023. Privately Held.

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Fine-tuning and deployment for LLMs.

Blog posts published by month since the start of

65 total blog posts published.

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Blog content

post title author published words HN
Common Large Language Model Fine-tuning Mistakes to Avoid Sparsh Bhasin Sep. 16, 2024 898 -
How to Host a Fine-Tuned LLM? Sparsh Bhasin Sep. 02, 2024 1380 -
A guide on how to Finetune Large Language Models (LLMs) in 2024 Souvik Datta Jul. 27, 2023 1379 -
Enhancing Language Model Fine-tuning with LLM Data Augmentation Sparsh Bhasin Jul. 26, 2024 936 -
How to finetune Llama 2 LLM Souvik Datta Jul. 31, 2023 1578 -
Introducing no-code LLM FineTuning with Monster API Souvik Datta Jul. 04, 2023 1166 -
LLaMa 3.1 405B vs GPT4o - Head-to-Head Comparison Sparsh Bhasin Jul. 30, 2024 10166 4
What is Falcon-7B Instruct? Is it a better alternative to GPT-3? Souvik Datta Jul. 01, 2023 874 -
Deploying Llama 3 with MonsterGPT Rohan Paul May. 15, 2024 788 -
A Guide to Negative Prompts in Stable Diffusion Sparsh Bhasin Jul. 05, 2024 827 -
Text guided fashion clothes image inpainting on MonsterAPI Sparsh Bhasin Sep. 07, 2024 735 -
Accelerating Learning with Grokkfast: Now Available in MonsterAPI Sparsh Bhasin Sep. 05, 2024 703 -
Supervised vs Unsupervised LLM Finetuning: A Comprehensive Guide Sparsh Bhasin Sep. 25, 2024 924 -
MonsterAPI is Now Integrated With Portkey - Here’s Everything You Need to Know Sparsh Bhasin May. 23, 2024 661 -
How to Fine-tune a Large Language Model Rohan Paul Jul. 01, 2024 3874 -
How to Choose the Right GPU for Finetuning LLMs? Souvik Datta Apr. 24, 2024 1224 -
MonsterAPI is now Integrated with Llama Index! Souvik Datta Sep. 11, 2023 780 -
RAG vs Fine-Tuning: Choosing the Right Approach for Your LLM Sparsh Bhasin Aug. 13, 2024 1161 -
Outperforming SOTA LLMs for Less than the Cost of a Coffee with Monster Tuner Souvik Datta, MonsterAPI, Ramachandra Vikas Chamarthi, Gaurav Vij Dec. 02, 2023 804 -
Learn how we delivered 10M tokens per hour on Zephyr 7B LLM using Monster Deploy MonsterAPI Dec. 03, 2023 1449 -
Unsloth & SDPA Integrated in MonsterAPI for 2x LLM Finetuning Performance Boost Sparsh Bhasin Jul. 01, 2024 1214 -
9 Top Open-Source LLMs for 2024 & Their Use-Cases Sparsh Bhasin Sep. 21, 2024 1620 -
Everything you need to know before fine-tuning Apple’s Open ELM Sparsh Bhasin Aug. 07, 2024 1183 -
What is vLLM and How to Implement It? Sparsh Bhasin Jul. 04, 2024 1551 -
SDXL Optimization: Faster API and Lower Costs Souvik Datta May. 08, 2024 416 -
Stable Diffusion 3 - Latest Image Generation Model that beats MidJourney, DALL-E, & Google ImageFX Sparsh Bhasin Jun. 11, 2024 889 -
How to fine-tune a Large Language Model (LLM) and deploy it on MonsterAPI Souvik Datta Jan. 10, 2024 1035 -
Text to Image SDXL API Guide Souvik Datta Sep. 03, 2023 1053 -
Top 12 LLM Leaderboards to Help You Choose the Right Model Sparsh Bhasin Sep. 30, 2024 1118 -
Reshaping Education using AI powered Speech Processing for Underprivileged Youth Souvik Datta Nov. 03, 2023 894 -
Enhancing LLM Context Length with RoPE Scaling Sparsh Bhasin Aug. 09, 2024 1109 -
Finetuning Llama-3 with MonsterGPT Rohan Paul May. 27, 2024 1068 -
Build a Retrieval-Augmented Generation ChatBot in 10 Minutes using MonsterAPI Souvik Datta Feb. 09, 2024 740 -
Fine-tuning LLama 3.1 8B and Outperforming the Competition Sparsh Bhasin Aug. 17, 2024 774 5
Achieving 90% Cost-Effective Transcription and Translation with Optimised OpenAI Whisper Gaurav Vij Jun. 15, 2023 1218 -
Step-by-Step Guide to Finetuning SDXL Souvik Datta Apr. 06, 2024 909 -
How to Fine-Tune GPT-J on Alpaca GPT-4 Souvik Datta Aug. 31, 2023 1488 -
Introduction to LLMs - What Are LLMs, How Do LLMs Work? Souvik Datta Mar. 07, 2024 1183 -
Behind the code 👻 Gaurav Vij Jun. 15, 2023 310 -
Dataset Thinning for faster fine-tuning of LLMs Sparsh Bhasin Oct. 03, 2024 910 -
Txt2Img API Model Upgrade Souvik Datta May. 17, 2024 267 -
Step-by-Step Guide to Deploying Flux Docker Image Sparsh Bhasin Sep. 09, 2024 742 -
Fine-tuning Gemma-2–2B-it for Translation Sparsh Bhasin Oct. 04, 2024 644 -
Finetuning LLaMA 70B with No-Code: Results, Methods, and Implications Souvik Datta Oct. 19, 2023 981 -
Deploying ComfyUI Docker Image on MonsterAPI Sparsh Bhasin Jul. 18, 2024 669 -
What is LORA and Q-LORA Finetuning? Sparsh Bhasin Jun. 01, 2024 1820 -
Choosing the Right LLMs & Fine-Tuning for Text Summarization & Code Generation? Sparsh Bhasin Aug. 29, 2024 1185 -
What is LLaMa 3 and How It Differs from LLaMa 2 Souvik Datta May. 14, 2024 383 -
Gemma-2B LLM fine tuned on MonsterAPI outperforms LLaMA 13B on Maths reasoning Souvik Datta Apr. 03, 2024 504 -
Using Perplexity to eliminate known data points Sparsh Bhasin Oct. 03, 2024 958 2
Photomaker Optimization: Faster API and Lower Costs Souvik Datta May. 14, 2024 374 -
Instruction Pre-Training of Language models using Monster-API Sparsh Bhasin Oct. 01, 2024 1207 2
How to Fine-tune Open Source AI Models like LlaMa, Mistral, SDXL Sparsh Bhasin Jun. 21, 2024 2307 -
Fine-tuning Google Gemma 2B: A Case Study in Model Finetuning and Optimization Sparsh Bhasin Sep. 17, 2024 708 3
Haystack x MonsterAPI: Powerful SLMs at your fingertips Sparsh Bhasin Aug. 03, 2024 875 -
Deploying Large Language Models: Navigating the Unknown Sparsh Bhasin Oct. 05, 2024 1309 -
Apple Intelligence Unveiled: The Next-Gen AI Driving Personalized Experiences Sparsh Bhasin Oct. 16, 2024 638 -
5 Reasons Why LoRA Adapters are the Future of Fine-Tuning Sparsh Bhasin Oct. 22, 2024 782 -
How to Build a Dataset for LLM Fine-tuning Sparsh Bhasin Oct. 24, 2024 1855 -
How to run a fine-tuned image generation SDXL model? Sparsh Bhasin Oct. 29, 2024 746 -
How to Finetune Whisper for Speech-to-Text Transcription Sparsh Bhasin Nov. 01, 2024 466 -
Comprehensive Guide for Instruction Fine-tuning of LLaMa 3.2 using MonsterAPI Sparsh Bhasin Nov. 01, 2024 687 -
How to Fine-tune SDXL for Avatar Generation on MonsterAPI Sparsh Bhasin Nov. 03, 2024 885 -
Building a Sarcastic Chatbot: A Case Study in Fine-Tuning and Deployment with MonsterAPI Sparsh Bhasin Nov. 08, 2024 648 -
Best Image Classification Models in 2024 Sparsh Bhasin Nov. 12, 2024 867 -

By Matt Makai. 2021-2024.