chris320211/smoothquant-qwen25-15b-g52xlarge-vllm

text-generation model by chris320211

Open original source ↗

Older snapshot: check the original source for current information.

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.

A native vLLM checkpoint of chris320211/smoothquant-qwen25-15b-g52xlarge, the SmoothQuant quantization of Qwen/Qwen2.5-1.5B-Instruct. The int8 weights are the same bytes, renamed into the compressed-tensors format (int-quantized: per-channel int8 weights, dynamic per-token int8 activations). No custom code, no trustremotecode. Measured with vLLM 0.30.0 on NVIDIA GeForce RTX 3090, against vLLM fp16 of Qwen/Qwen2.5-1.5B-Instruct. WikiText-2 test, 2048-token windows (65504 tokens), the same windows as the HF benchmark in…

chris320211/smoothquant-qwen25-15b-g52xlarge-vllm on Hugging Face A short preview, not the full document.

Read the full model card ↗ · Preview checked 2026-10-28T07:33:03.795Z

Inside the original model card — Document outline
  1. SmoothQuant Qwen/Qwen2.5-1.5B-Instruct for vLLM
  2. Serve
  3. vLLM results
  4. Files
  5. License

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: apache-2.0. A listing is not a grant of reuse or training rights. Confirm the document’s own terms at the source.

Model overview

chris320211/smoothquant-qwen25-15b-g52xlarge-vllm is a text-generation model repository published by chris320211 on Hugging Face. A library was not reported.

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
Not reported
Recent downloads (30 days)
0
Cumulative likes
0
Hugging Face trending score
0
Reported safetensors parameters
1,543,714,304
Architecture
Qwen2ForCausalLM
License
apache-2.0
Access
Not gated by Hugging Face
Created
2026-10-28T06:37:36.000Z
Last modified
2026-10-28T06:37:59.000Z

Compatibility and lineage

Language coverage was not reported.

Reported base models: Qwen/Qwen2.5-1.5B-Instruct

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 2026-10-28T06:47:50.589Z. 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

Qwen/Qwen3-4B

Qwen/Qwen3-8B

deepseek-ai/DeepSeek-V3.2