What are the hardware requirements for Oneirogen 0.5B?

Oneirogen 0.5B requires approximately 1 GB of VRAM and supports a context window of 128K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Oneirogen 0.5B and how large is it?

Oneirogen 0.5B is developed by gustavecortal, a model with 0.5b 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 Oneirogen 0.5B?

Oneirogen 0.5B is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Oneirogen 0.5B by gustavecortal — VRAM 1GB, 128K context

Name: Oneirogen 0.5B
Author: gustavecortal

Oneirogen 0.5B is an open-source language model by gustavecortal. Features: 0.5b LLM, VRAM: 1GB, Context: 128K, License: mit, Merged, LLM Explorer Score: 0.13.

Merged Model Autotrain compatible Conversational Dataset:gustavecortal/dreamban... En Endpoints compatible Qwen2 Region:us Safetensors

Model Card on HF 🤗: https://huggingface.co/gustavecortal/oneirogen-0.5B

Oneirogen 0.5B Parameters and Internals

Model Type

text generation

Use Cases

Areas:

research, dream analysis

Applications:

Generating novel dream narratives, Predicting character and emotion in dream narratives

Additional Notes

Oneirogen was used to produce 'The Android and The Machine', an English dataset composed of 10,000 real and 10,000 generated dreams.

Supported Languages

en (Proficient)

Training Details

Data Sources:

DreamBank corpus

Data Volume:

More than 27,000 dream narratives

Methodology:

Finetuned using LoRA adaptation

Model Architecture:

Qwen2

Input Output

Input Format:

Text prompting with 'Dream:' as prefix

Accepted Modalities:

text

Output Format:

Generated dream narratives with 'END.' as stopping criterion

Performance Tips:

Fine-tune on specific annotations like Hall and Van de Castle for enhanced use cases

LLM Name	Oneirogen 0.5B
Repository 🤗	https://huggingface.co/gustavecortal/oneirogen-0.5B
Merged Model	Yes
Model Size	0.5b
Required VRAM	1 GB
Updated	2025-07-08
Maintainer	gustavecortal
Model Type	qwen2
Model Files	1.0 GB
Supported Languages	en
Model Architecture	Qwen2ForCausalLM
License	mit
Context Length	131072
Model Max Length	131072
Transformers Version	4.41.2
Tokenizer Class	Qwen2Tokenizer
Padding Token	<\|endoftext\|>
Vocabulary Size	151936
Torch Data Type	float16
Errors	replace

Rank the Oneirogen 0.5B 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 Oneirogen 0.5B

Best Alternatives	Context / RAM	Downloads	Likes
Reader Lm 0.5B	250K / 1 GB	188	150
Qwen2 0.5B	128K / 1 GB	1216780	169
Qwen2 0.5B Finetune Exp 1	128K / 1 GB	15	0
...0.5B FT EnhancedMUSREnsembleV3	128K / 1 GB	32	1
....5B FT V4 MUSR ENSEMBLE Mathis	128K / 2 GB	30	1
...0.5B FT MUSR ENSEMBLE V2Mathis	128K / 1 GB	25	0
...PRYMMAL 0.5B FT V4 MUSR Mathis	128K / 1 GB	62	1
Qwen2 0.5B Stf Imdb	128K / 1 GB	7	0
ECE PRYMMAL 0.5B FT V3 MUSR	128K / 2 GB	17	0
ECE PRYMMAL 0.5B FT V4 MUSR	128K / 2 GB	10	0

Note: green Score (e.g. "73.2") means that the model is better than gustavecortal/oneirogen-0.5B.