What are the hardware requirements for Seed OSS 36B Instruct GPTQ Int4?

Seed OSS 36B Instruct GPTQ Int4 requires approximately 21.1 GB of VRAM and supports a context window of 512K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Seed OSS 36B Instruct GPTQ Int4 and how large is it?

Seed OSS 36B Instruct GPTQ Int4 is developed by QuantTrio, a model with 36b parameters. The model is published as open weights on Hugging Face and indexed on LLM Explorer with full benchmark history.

Where can I download or evaluate Seed OSS 36B Instruct GPTQ Int4?

Seed OSS 36B Instruct GPTQ Int4 is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Seed OSS 36B Instruct GPTQ Int4 by QuantTrio — VRAM 21.1GB, 512K context

Name: Seed OSS 36B Instruct GPTQ Int4
Author: QuantTrio

Seed OSS 36B Instruct GPTQ Int4 is an open-source language model by QuantTrio. Features: 36b LLM, VRAM: 21.1GB, Context: 512K, License: apache-2.0, Quantized, Instruction-Based, LLM Explorer Score: 0.19.

4-bit Base model:bytedance-seed/seed... Base model:quantized:bytedance... Conversational En Endpoints compatible Gptq Instruct Quantized Region:us Safetensors Seed oss Sharded Tensorflow Vllm Zh

Model Card on HF 🤗: https://huggingface.co/QuantTrio/Seed-OSS-36B-Instruct-GPTQ-Int4

Seed OSS 36B Instruct GPTQ Int4 Parameters and Internals

LLM Name	Seed OSS 36B Instruct GPTQ Int4
Repository 🤗	https://huggingface.co/QuantTrio/Seed-OSS-36B-Instruct-GPTQ-Int4
Base Model(s)	Seed OSS 36B Instruct ByteDance-Seed/Seed-OSS-36B-Instruct
Model Size	36b
Required VRAM	21.1 GB
Updated	2026-08-05
Maintainer	QuantTrio
Model Type	seed_oss
Instruction-Based	Yes
Model Files	3.0 GB: 1-of-8 3.0 GB: 2-of-8 2.9 GB: 3-of-8 3.0 GB: 4-of-8 2.9 GB: 5-of-8 2.9 GB: 6-of-8 2.9 GB: 7-of-8 0.5 GB: 8-of-8
Supported Languages	zh en
GPTQ Quantization	Yes
Quantization Type	gptq
Model Architecture	SeedOssForCausalLM
License	apache-2.0
Context Length	524288
Model Max Length	524288
Transformers Version	4.55.0
Tokenizer Class	PreTrainedTokenizerFast
Padding Token	<seed:pad>
Vocabulary Size	155136
Torch Data Type	float16

Rank the Seed OSS 36B Instruct GPTQ Int4 capabilities

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Best Alternatives to Seed OSS 36B Instruct GPTQ Int4

Best Alternatives	Context / RAM	Downloads	Likes
Seed OSS 36B Instruct 4bit	512K / 20.2 GB	60	3
Seed Oss 36B Instruct Fp16 Mlx	512K / 72.2 GB	27	2
Seed OSS 36B Instruct	512K / 72.2 GB	45727	505
Seed OSS 36B Instruct	512K / 72.2 GB	382	3
Seed OSS 36B Instruct AWQ	512K / 21.1 GB	320	8
...6B Base Instruct Karcher Merge	512K / 72.1 GB	38	2

Note: green Score (e.g. "73.2") means that the model is better than QuantTrio/Seed-OSS-36B-Instruct-GPTQ-Int4.