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DeepSeek-V4.1-Flash-1017-dsx-2.6bit

icecubetr

DeepSeek-V4.1-Flash-1017 (552B MoE + 196B Engram) quantized to **187.6 GB**, intended for two RTX 3090s and 192 GB of RAM with exact routing. Runs on **dsx**, a Rust + CUDA engine made for this model. This is a V4.1 GSQ GGUF for dsx, not a llama.cpp / Ollama / LM Studio GGUF. Measured with `dsx eval` on Lucebox's 1017 eval set: 8 × 1024 held-out tokens, KL and top-1 against the FP8/FP4 teacher's top-256 log-probs. All experts were resident (`0 left in the file`). Measured on this machine with the new `dsx` engine: 2× RTX 3090, 192 GB RAM, NVMe SSD, `--ctx 262144`, all experts resident.

Visual QA

Input Text · Image→ Output Text

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Kumru-2B-GGUF

icecubetr

基础档案已收录，详细介绍后续补充。可先查看厂商、分类与来源。

Basic profile indexed · More details to follow

Text generation

Input Text→ Output Text

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COST EXPLORER

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Cost analysis

Adjust monthly token usage to compare estimated API costs.

Monthly input tokens 10 MMonthly output tokens 2 M1 M = 1 million tokens · USD
Compares base text-token rates within the same channel

Uses collected, comparable USD-per-million-token rates. Snapshots exclude cache discounts, tiers, extra reasoning output and taxes. Check current source prices.

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