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GPT-5.6 Sol API Guide: Endpoints, Cost, When to Downgrade
5+ hour, 36+ min ago (483+ words) Most GPT-5.6 Sol tutorials show a single dialect and stop there. There are two, and both reach the same weights. • Pin the tier. The bare alias gpt-5.6 routes to Sol today, but an alias is exactly what a vendor changes…...
How to Use DeepSeek DSH: Install, Presets, Trajectory, MCP
1+ day, 21+ hour ago (1005+ words) On first run DSH creates a home directory — $DSH_HOME, which defaults to ~/.dsh — holding your profiles, sessions, storage and a settings.yaml. API keys live in a.credentials.yaml file there; the Web UI shows only a masked descriptor, never the…...
Comment utiliser DeepSeek DSH: Installation, Préréglages, Trajectoire, MCP
1+ day, 21+ hour ago (1009+ words) On first run DSH creates a home directory — $DSH_HOME, which defaults to ~/.dsh — holding your profiles, sessions, storage and a settings.yaml. API keys live in a.credentials.yaml file there; the Web UI shows only a masked descriptor, never the…...
Jak używać DeepSeek DSH: Instalacja, Presety, Trajektoria, MCP
1+ day, 21+ hour ago (996+ words) On first run DSH creates a home directory — $DSH_HOME, which defaults to ~/.dsh — holding your profiles, sessions, storage and a settings.yaml. API keys live in a.credentials.yaml file there; the Web UI shows only a masked descriptor, never the…...
Как использовать DeepSeek DSH: установка, пресеты, траектория, MCP
1+ day, 21+ hour ago (995+ words) On first run DSH creates a home directory — $DSH_HOME, which defaults to ~/.dsh — holding your profiles, sessions, storage and a settings.yaml. API keys live in a.credentials.yaml file there; the Web UI shows only a masked descriptor, never the…...
Qwen3.8-27B met Unsloth: Uitvoeren, Kwantiseren of Finetunen
3+ day, 27+ min ago (563+ words) Unsloth is vier afzonderlijke dingen, en de zoekresultaten op trefwoorden halen ze door elkaar. Weten welke je nodig hebt is de helft van de installatie: • unsloth/Qwen3.8-27B-GGUF — the quantized weight files on Hugging Face, 21 quants plus a vision projector. Built…...
Qwen3.8-27B עם Unsloth: הרצה, קוונטיזציה או כיוונון עדין
3+ day, 27+ min ago (558+ words) Unsloth is four separate things, and the keyword search results mix them up. Knowing which one you need is half the setup: • unsloth/Qwen3.8-27B-GGUF — the quantized weight files on Hugging Face, 21 quants plus a vision projector. Built with Dynamic V3.0 (preview),…...
Qwen3.8-27B on Apple Silicon: MLX Setup, VRAM & Reality
3+ day, 52+ min ago (773+ words) Qwen3.8 27B is Alibaba's dense 27-billion-parameter model, released August 13–14, 2026 under Apache 2.0 — the weights landed on Hugging Face and ModelScope on the 13th, with the LICENSE file appearing the next morning. It is the deployable dense sibling of the 2.4T-parameter Qwen3.8-Max. From the…...
Qwen3.8-27B with Unsloth: Run, Quantize, or Fine-Tune
3+ day, 27+ min ago (558+ words) Unsloth is four separate things, and the keyword search results mix them up. Knowing which one you need is half the setup: • unsloth/Qwen3.8-27B-GGUF — the quantized weight files on Hugging Face, 21 quants plus a vision projector. Built with Dynamic V3.0 (preview),…...
Session-Aware Routing and Frontier Escalation
3+ day, 22+ hour ago (1653+ words) Every LLM gateway that caches prompts must pin a conversation to one model. Every gateway that pins a conversation makes its routing decision on the least informative turn of that conversation. This is a report on that trade-off, and on…...