What are the hardware requirements for Zephyr 7B Gemma Rpo Avg?

Zephyr 7B Gemma Rpo Avg requires approximately 17.1 GB of VRAM and supports a context window of 8K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Zephyr 7B Gemma Rpo Avg and how large is it?

Zephyr 7B Gemma Rpo Avg is developed by ZHLiu627, 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 Zephyr 7B Gemma Rpo Avg?

Zephyr 7B Gemma Rpo Avg is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Zephyr 7B Gemma Rpo Avg by ZHLiu627 — VRAM 17.1GB, 8K context

Name: Zephyr 7B Gemma Rpo Avg
Author: ZHLiu627

Zephyr 7B Gemma Rpo Avg is an open-source language model by ZHLiu627. Features: 7b LLM, VRAM: 17.1GB, Context: 8K, License: apache-2.0, LLM Explorer Score: 0.21.

Arxiv:2405.16436 Dataset:argilla/dpo-mix-7k Gemma Region:us Safetensors Sharded Tensorflow

Model Card on HF 🤗: https://huggingface.co/ZHLiu627/zephyr-7b-gemma-rpo-avg

Zephyr 7B Gemma Rpo Avg Parameters and Internals

LLM Name	Zephyr 7B Gemma Rpo Avg
Repository 🤗	https://huggingface.co/ZHLiu627/zephyr-7b-gemma-rpo-avg
Model Size	7b
Required VRAM	17.1 GB
Updated	2026-05-17
Maintainer	ZHLiu627
Model Type	gemma
Model Files	5.0 GB: 1-of-4 5.0 GB: 2-of-4 5.0 GB: 3-of-4 2.1 GB: 4-of-4
Model Architecture	GemmaForCausalLM
License	apache-2.0
Context Length	8192
Model Max Length	8192
Transformers Version	4.43.3
Tokenizer Class	GemmaTokenizer
Padding Token	<pad>
Vocabulary Size	256000
Torch Data Type	bfloat16

Rank the Zephyr 7B Gemma Rpo Avg 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

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Kaggle Math Model Gemma V1	12K / 17.1 GB	5	0
Gemma 1.1 7B It	8K / 17.1 GB	19153	275
Gemma 1.1 7B It	8K / 17.1 GB	8	4
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Gemma 1.1 7B It	8K / 17 GB	22	2
...emma 7B It Legal Refugiados Es	8K / 34 GB	5	0
SeaLLM 7B V2.5	8K / 17.1 GB	8761	51
Zephyr 7B Gemma DPO Avg	8K / 17.1 GB	15	0
... Codegemma 2 7B It Alpaca V1.3	8K / 17.1 GB	7	1
Zephyr 7B Gemma V0.1	8K / 17.1 GB	84	124

Note: green Score (e.g. "73.2") means that the model is better than ZHLiu627/zephyr-7b-gemma-rpo-avg.