
Ligh7Fun
18 posts










Gemma 4 now runs 2x faster with MTP GGUFs! Run locally on just 6GB RAM. ⚡️ MTP enables Google Gemma 4 run ~1.4–2.2× faster with no accuracy loss. Gemma 4 12B MTP can run at 162 t/s vs. 52 t/s without MTP. 31B reaches 101 t/s. GGUFs + Guide: unsloth.ai/docs/models/mtp









Openai giving $50,000 in FREE API credits and it's hidden in your account settings 😳 most people have no idea this exists what you get every single day: - 250K tokens/day for GPT-5.5 and GPT-5.2 (powerful models) - 2.5M tokens/day for GPT-5.1-Mini and GPT-5-Nano (lighter models) - up to 10M tokens/day if you're on tier 3-5 not a one time lump sum, it resets daily it's called the data sharing program and here's how it works: > go to platform.openai.com/settings/organ… > click data controls → sharing > opt in to both options > done, free daily tokens activate immediately important note: - your data gets used by openai for training and improvements - don't use it for client work or anything sensitive - need a positive account balance to activate perfect for: - learning and experimenting - side projects and personal builds - testing new models without paying you need a positive account balance to activate it but after that it's free every day save this and take free 50k credits before they close it






Free api lagi nih! Kimi-k2.6 Model canggih ini sekarang FULL FREE di OpenRouter 🔥 Info lengkap: ✅ Model: moonshotai/kimi-k2.6:free ✅ Context: 262K tokens ✅ Super cepat (bisa 130+ tps) ✅ 100% OpenAI compatible ✅ Base URL: openrouter.ai/api/v1 ✅ Endpoint: /chat/completions Link langsung ambil: openrouter.ai/moonshotai/kim… Cara pakai tinggal buat API Key di OpenRouter, terus langsung gas. Kadang kena rate limit tapi cepet balik kok. Worth banget buat ngerjain project, coding, atau daily use. Save dulu bro!












