#python#apple_silicon#florence2#idefics#llava#llm#local_ai#mlx#molmo#paligemma#pixtral#vision_framework#vision_language_model#vision_transformer
MLX-VLM lets you run, chat with, and fine-tune Vision Language Models (VLMs) plus audio/video models on your Mac using MLX—install easily with `pip install -U mlx-vlm`. Use CLI for quick text/image/audio generation (e.g., `mlx_vlm.generate --model ... --image photo.jpg`), Gradio UI for chats, Python scripts, or a FastAPI server with OpenAI-compatible endpoints supporting multi-images/videos. Features like TurboQuant cut KV cache memory by 76%, and LoRA/QLoRA fine-tuning works on consumer hardware. You benefit by experimenting with powerful multimodal AI locally—fast, memory-efficient, no cloud costs, perfect for Mac users tweaking models affordably.
https://github.com/Blaizzy/mlx-vlm
#REN/USDT analysis :
#REN is currently consolidating within support and resistance zones. The price has rejected from the 200 EMA and is now expected to test the previous swing low support levels. For a short entry, it is advisable to wait for a pullback to the 200 EMA.
TF : 4H
Entry : $0.03791
Target : $0.03328
SL : $0.04056
#REN/USDT analysis :
#REN is currently consolidating near a resistance zone. The price is facing difficulty in breaking the resistance zone upside. Wait for the price to break the $0.0360 level for a confirmed entry. Previous lows will be the target level.
TF : 4H
Entry : $0.0360
Target : $0.0294
SL : $0.0401
#REN/USDT analysis -
#REN is consolidating sideways in a correction phase within a downtrend. The price is currently facing rejection in the resistance zone. There is a high probability that the price will continue its bearish momentum and decline from there to test the support zone.
TF : 2h
Entry : $0.0486
Target : $0.0446
SL : $0.0506
Amazon планирует использовать ИИ для ускорения процессов производства фильмов и сериалов. Проект студии с искусственным интеллектом направлен на сокращение расходов и упрощение творческого процесса.
Знаю один российский федеральный телеканал, который ещё 2 года назад запустил такую студию.
#REN
#REN is retesting the broken falling wedge pattern on Weekly Time frame,we need bullish momentum to decide to buy💎
❄️@signals_bitcoin_crypto❄️
❄️@Shadow_support0o❄️