Edge0/Edge0-145B-q3k

text-generation model by Edge0

Open original source ↗

From the publisher

Model card & documentation

Source preview

Read the publisher’s intended use, setup instructions, evaluations and limitations. The original model card is the source of truth.

Edge0-145B · Q3K Quality · Speed · Architecture · Quick start A 145B agent, running on one consumer GPU. 121.2 tok/s agent decode · 3554.9 tok/s 16K prefill · 86.5 terminal-bench 2.1. Throughput measured on RTX 5090 D 24 GB · Q3K. A latent sparse MoE: 48 layers, 512 experts, 10 active per token, 256K context, trained natively at 4 bits. This repository: Edge0-145B · Q3K ⓘ 145B Q3K was tested with a 16 GiB VRAM + 20 GiB host RAM budget on RTX 5090 D 24 GB. These are test limits, not minimum system requirements; see the speed table and residency figures below. Model overview Q3K · RTX 5090 D 24 GB. Prefill throughput uses a 16K-token input; weight sizes are listed separately for each format. Quality Higher is better. Results are listed by model. Speed Throughput is shown in tok/s, grouped by hardware and build. The summary above…

Edge0/Edge0-145B-q3k on Hugging Face A short preview, not the full document.

Read the full model card ↗ · Preview checked 2026-11-14T09:37:09.676Z

Inside the original model card — Document outline
  1. Capacity controls · VRAM and host RAM
  2. VRAM
  3. Host RAM

Headings are captured from the source. Links open the publisher’s document, not a locally hosted copy.

Documentation belongs to its respective authors. Reported project/model license: other. A listing is not a grant of reuse or training rights. Confirm the document’s own terms at the source.

Model overview

Edge0/Edge0-145B-q3k is a text-generation model repository published by Edge0 on Hugging Face. The source reports the edge0 library.

This page summarizes Hub metadata. For intended use, training data, evaluation results and limitations, consult the original model card.

Model facts

Task
text-generation
Library
edge0
Recent downloads (30 days)
8,317
Cumulative likes
53
Hugging Face trending score
52
Reported safetensors parameters
Not reported
Architecture
Not reported
License
other
Access
Not gated by Hugging Face
Created
2026-11-11T05:23:10.000Z
Last modified
2026-11-13T12:55:22.000Z

Compatibility and lineage

Language coverage was not reported.

Reported base models: Qwen/Qwen3.8-Flash-Next

Parameter count is not a RAM/VRAM requirement. Check precision, quantization, context length and runtime compatibility in the model card; no hardware or API-cost claim is inferred here.

Use and evaluate

Check license terms and access requirements first. Review the model card’s documented loading instructions, evaluations and safety limitations. Benchmark scores are not imported by this directory, and popularity is not an accuracy ranking.

No model weights are downloaded or executed by AltAPIs. Never enable remote model code without reviewing it.

Model card and usage instructions

Model files and configuration

Community discussion

Source and freshness

Source: Hugging Face Hub. Metadata observed 2026-11-14T06:56:53.534Z. Daily imports are snapshots, not real-time monitoring.

Popularity and source listings do not establish security, suitability, licensing rights or benchmark performance.

Open original source

Related models

openai-community/gpt2

Qwen/Qwen3-0.6B

Qwen/Qwen3-14B

deepseek-ai/DeepSeek-V3.2

Qwen/Qwen2.5-7B-Instruct

Qwen/Qwen3-8B