What are the hardware requirements for OLMo 7B 0724 Instruct Hf?

OLMo 7B 0724 Instruct Hf requires approximately 13.8 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 OLMo 7B 0724 Instruct Hf and how large is it?

OLMo 7B 0724 Instruct Hf is developed by allenai, a model with 7b 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 OLMo 7B 0724 Instruct Hf?

OLMo 7B 0724 Instruct Hf is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

OLMo 7B 0724 Instruct Hf by allenai — VRAM 13.8GB, 4K context

Name: OLMo 7B 0724 Instruct Hf
Author: allenai

OLMo 7B 0724 Instruct Hf is an open-source language model by allenai. Features: 7b LLM, VRAM: 13.8GB, Context: 4K, License: apache-2.0, Instruction-Based, LLM Explorer Score: 0.14.

Arxiv:2402.00838 Conversational Dataset:allenai/dolma Dataset:allenai/tulu-v2-sft-mi... Dataset:allenai/ultrafeedback ... En Endpoints compatible Instruct Olmo Region:us Safetensors Sharded Tensorflow

Model Card on HF 🤗: https://huggingface.co/allenai/OLMo-7B-0724-Instruct-hf

OLMo 7B 0724 Instruct Hf Parameters and Internals

Model Type

transformer, autoregressive, language model

Additional Notes

The model does not include a specific safety filter or safety training data.

Supported Languages

en (proficient)

Training Details

Data Sources:

Dolma, Tulu SFT Mixture, UltraFeedback Cleaned

Data Volume:

2.7T

Methodology:

Supervised Fine-Tuning (SFT) and DPO

Context Length:

4096

Model Architecture:

Accommodates up to 4096 tokens with 32 layers, 4096 hidden size, 32 attention heads.

Input Output

Accepted Modalities:

text

Output Format:

text

LLM Name	OLMo 7B 0724 Instruct Hf
Repository 🤗	https://huggingface.co/allenai/OLMo-7B-0724-Instruct-hf
Model Size	7b
Required VRAM	13.8 GB
Updated	2026-07-24
Maintainer	allenai
Model Type	olmo
Instruction-Based	Yes
Model Files	5.0 GB: 1-of-3 5.0 GB: 2-of-3 3.8 GB: 3-of-3
Supported Languages	en
Model Architecture	OlmoForCausalLM
License	apache-2.0
Context Length	4096
Model Max Length	4096
Transformers Version	4.41.1
Tokenizer Class	GPTNeoXTokenizer
Padding Token	<\|padding\|>
Vocabulary Size	50304
Torch Data Type	bfloat16

Rank the OLMo 7B 0724 Instruct Hf 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 OLMo 7B 0724 Instruct Hf

Best Alternatives	Context / RAM	Downloads	Likes
OLMo 7B Instruct Hf	2K / 27.6 GB	13	3
OLMo 7B Instruct Hf	2K / 27.6 GB	2139	6
OLMo 7B 0424 Instruct Hf	2K / 13.8 GB	88	1
OLMo 7B Instruct Hf	2K / 27.6 GB	8	3

Note: green Score (e.g. "73.2") means that the model is better than allenai/OLMo-7B-0724-Instruct-hf.