Ollama

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Scoured 268 posts in 12.9 ms

Optimizing Local LLM Inference on Constrained Hardware

 💸Affordable LLMs
pub.towardsai.net
·

local llm on laptop 780M GPU using llama + gemma 4 qat

 🧩LLM Integration  Content type: Blog
alper.bearblog.dev·

Doubling Qwen3.6-27B on One RTX 3090: ollama llama.cpp + MTP, Lever by Lever (35.7 80.2 tok/s)

 🧩LLM Integration  Content type: Blog
dev.to··DEV

Neo-X7/Neo-AI: A fully offline AI assistant powered by Ollama. Stores and retrieves conversations using SQLite + LanceDB vector search. No cloud. No API keys. Runs entirely on your machine.

 💸Affordable LLMs  Content type: Code
github.com··DEV

Ollama 0.30 delivers faster NVIDIA GPU performance and wider hardware support

 🧩LLM Integration
alternativeto.net·

Show HN: Run Llama.cpp In-Process from Java with Project Panama FFM

 💸Affordable LLMs

Qwen 3.6 27B AutoRound GGUF, need your feedback

 📉Model Quantization

No Cloud, No Cost: Build an Offline Visual AI Agent with Gemma 4

 🧩LLM Integration  Content type: Blog
dev.to··DEV

martidu4/honey-ai: 🍯 All-in-one AI honeypot powered by local LLMs. SSH, HTTP, FTP, Telnet, SMTP, MySQL, Redis, Git, VNC, RDP — with canary tokens, tarpits, GZIP bombs, and threat intel reporting.

 💸Affordable LLMs  Content type: Code
github.com··Hacker News

Gemma 4 QAT models: Optimizing model compression for mobile and laptop efficiency

 🧩LLM Integration  Content type: News  Content type: Blog
blog.google··Hacker News

Fixing a stuck Ollama runner and building a GPU watchdog

 🧩LLM Integration

Unsloth Gemma 4 QAT

 🧩LLM Integration
unsloth.ai·

Escalate the Model, Not the Conversation

 💸Affordable LLMs  Content type: Blog
dev.to··DEV

defai-digital/ax-engine: Apple Silicon LLM runtime supporting Gemma 4 and Qwen 3.6 MTP modes

 📝NLP  Content type: Code
github.com··Hacker News

Here's a llama.cpp CLI Command builder.

 🧩LLM Integration

Apples to Apples: MLX vs. Llama.cpp for Gemma 4 12B on an M1 16GB

 🧩LLM Integration  Content type: Blog
ziraph.com··Hacker News

Token4Token — pay-per-token inference on Gnosis + Swarm

 🧩LLM Integration
Less-relevant results

Re-quantizing a local LLM 14x faster by skipping the tensors that didn't change

 💸Affordable LLMs  Content type: News  Content type: Blog

GGUF vs GPTQ vs AWQ: The Plain-English Guide to LLM Quantization (and Which One to Pick)

 📉Model Quantization

KaiFelixBennett/gemma4-turboquant-rdna4: Run Gemma-4-31B at full 256K context on a $1,400 AMD RDNA4 GPU (gfx1201): TurboQuant KV cache + HIP-graph-safe Flash-Attention for llama.cpp, fully measured on real hardware.

 🧩LLM Integration  Content type: Code
github.com··Hacker News

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