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

Zephyr 7B Gemma DPO 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 DPO Avg and how large is it?

Zephyr 7B Gemma DPO 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 DPO Avg?

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

Name: Zephyr 7B Gemma DPO Avg
Author: ZHLiu627

Zephyr 7B Gemma DPO Avg is an open-source language model by ZHLiu627. Features: 7b LLM, VRAM: 17.1GB, Context: 8K, License: apache-2.0, LLM Explorer Score: 0.22.

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-dpo-avg

Zephyr 7B Gemma DPO Avg Benchmarks

IFEval: 30.9 vs 88 (so35)^-64.9%

MATH Lvl 5: 4.53

LLME Score: 0.22066

^nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

What is the LLM Explorer Rank (Score)

Zephyr 7B Gemma DPO Avg (ZHLiu627/zephyr-7b-gemma-dpo-avg)

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Zephyr 7B Gemma DPO Avg Parameters and Internals

LLM Name	Zephyr 7B Gemma DPO Avg
Repository 🤗	https://huggingface.co/ZHLiu627/zephyr-7b-gemma-dpo-avg
Model Size	7b
Required VRAM	17.1 GB
Updated	2025-03-05
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

Best Alternatives to Zephyr 7B Gemma DPO Avg

Best Alternatives	Context / RAM	Downloads	Likes
Kaggle Math Model Gemma V1	12K / 17.1 GB	5	0
Gemma 1.1 7B It	8K / 17.1 GB	20065	275
Gemma 1.1 7B It	8K / 17.1 GB	28	4
Gemma 7B It	8K / 17.1 GB	1029	10
SeaLLM 7B V2.5	8K / 17.1 GB	12410	50
Zephyr 7B Gemma Rpo Avg	8K / 17.1 GB	7	0
... Codegemma 2 7B It Alpaca V1.3	8K / 17.1 GB	9	1
Zephyr 7B Gemma V0.1	8K / 17.1 GB	302	124
... 7B Finetuned Sft Navarasa 2.0	8K / 34 GB	314	23
Codegemma 7B It	8K / 17.1 GB	3605	251

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

Rank the Zephyr 7B Gemma DPO Avg Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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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Release v20260328a

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Zephyr 7B Gemma DPO Avg by ZHLiu627

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Zephyr 7B Gemma DPO Avg Benchmarks

Zephyr 7B Gemma DPO Avg Parameters and Internals

Best Alternatives to Zephyr 7B Gemma DPO Avg

Rank the Zephyr 7B Gemma DPO Avg Capabilities

What open-source LLMs or SLMs are you in search of? 53254 in total.