What are the hardware requirements for Olmoe Upscale?

Olmoe Upscale requires approximately 20.6 GB of VRAM and supports a context window of 4K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Olmoe Upscale and how large is it?

Olmoe Upscale is developed by estrogen, a model with 1b 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 Olmoe Upscale?

Olmoe Upscale is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Olmoe Upscale by estrogen — VRAM 20.6GB, 4K context

Name: Olmoe Upscale
Author: estrogen

Olmoe Upscale is an open-source language model by estrogen. Features: 1b LLM, VRAM: 20.6GB, Context: 4K, Instruction-Based, LLM Explorer Score: 0.17.

Base model:allenai/olmoe-1b-7b... Base model:finetune:allenai/ol... Conversational Endpoints compatible Instruct Merge Mergekit Mergekitty Olmoe Region:us Safetensors Sharded Tensorflow

Model Card on HF 🤗: https://huggingface.co/estrogen/olmoe-upscale

Olmoe Upscale Parameters and Internals

LLM Name	Olmoe Upscale
Repository 🤗	https://huggingface.co/estrogen/olmoe-upscale
Base Model(s)	OLMoE 1B 7B 0125 Instruct allenai/OLMoE-1B-7B-0125-Instruct
Model Size	1b
Required VRAM	20.6 GB
Updated	2026-08-02
Maintainer	estrogen
Model Type	olmoe
Instruction-Based	Yes
Model Files	5.0 GB: 1-of-5 5.0 GB: 2-of-5 5.0 GB: 3-of-5 5.0 GB: 4-of-5 0.6 GB: 5-of-5
Model Architecture	OlmoeForCausalLM
Context Length	4096
Model Max Length	4096
Transformers Version	4.51.2
Tokenizer Class	GPTNeoXTokenizer
Padding Token	<pad>
Vocabulary Size	50281
Torch Data Type	bfloat16

Rank the Olmoe Upscale capabilities

Have you tried this model? Rate its performance — this feedback helps the ML community find the right model for their needs.

Instruction Following and Task Automation
Factuality and Completeness of Knowledge
Censorship and Alignment
Data Analysis and Insight Generation
Text Generation
Text Summarization and Feature Extraction
Code Generation
Multi-Language Support and Translation

Best Alternatives to Olmoe Upscale

Best Alternatives	Context / RAM	Downloads	Likes
OLMoE 1B 7B 0125 Instruct	4K / 13.8 GB	136876	68
OLMoE 1B 7B 0924 Instruct	4K / 13.8 GB	35448	97
OLMoE 1B 7B 0125 DPO	4K / 13.8 GB	1975	2
...LMoE 1B 7B 0125 Instruct Enron	4K / 27.7 GB	8	0

Note: green Score (e.g. "73.2") means that the model is better than estrogen/olmoe-upscale.