What are the hardware requirements for Pythia 410M Orpo?

Pythia 410M Orpo requires approximately 1.6 GB of VRAM and supports a context window of 2K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Pythia 410M Orpo and how large is it?

Pythia 410M Orpo is developed by elephantmipt, a model with 410m 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 Pythia 410M Orpo?

Pythia 410M Orpo is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Pythia 410M Orpo by elephantmipt — VRAM 1.6GB, 2K context

Name: Pythia 410M Orpo
Author: elephantmipt

Pythia 410M Orpo is an open-source language model by elephantmipt. Features: 410m LLM, VRAM: 1.6GB, Context: 2K, LLM Explorer Score: 0.13.

Arxiv:1910.09700 Autotrain compatible Endpoints compatible Gpt neox Region:us Safetensors

Model Card on HF 🤗: https://huggingface.co/elephantmipt/pythia-410m-orpo

Pythia 410M Orpo Parameters and Internals

LLM Name	Pythia 410M Orpo
Repository 🤗	https://huggingface.co/elephantmipt/pythia-410m-orpo
Model Size	410m
Required VRAM	1.6 GB
Updated	2025-09-23
Maintainer	elephantmipt
Model Type	gpt_neox
Model Files	1.6 GB
Model Architecture	GPTNeoXForCausalLM
Context Length	2048
Model Max Length	2048
Transformers Version	4.41.2
Vocabulary Size	50304
Torch Data Type	float32

Rank the Pythia 410M Orpo capabilities

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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 Pythia 410M Orpo

Best Alternatives	Context / RAM	Downloads	Likes
...thia 410M Cell Type Prediction	4K / 0 GB	366	10
Pythia 410M	2K / 0.9 GB	261700	39
Pythia 410M Sft Full	2K / 0.8 GB	4	1
Pythia 410M Deduped	2K / 0.9 GB	62597	22
Pythia410m Sft Tldr	2K / 1.6 GB	7159	0
Healix 410M	2K / 1.6 GB	88	0
Pythia 410M Deduped SimPOW 0	2K / 0.8 GB	5	0
...7 Kl 01 Steps 12000 Rlhf Model	2K / 1.6 GB	8	0
Pythia 410M Ludii Sft	2K / 1.6 GB	7	0
... Llm Pythia 410M Pm Gen Ian Nd	2K / 1.6 GB	5	0

Note: green Score (e.g. "73.2") means that the model is better than elephantmipt/pythia-410m-orpo.