What are the hardware requirements for Firefly Bloom 7b1?

Firefly Bloom 7b1 requires approximately 16.2 GB of VRAM. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Firefly Bloom 7b1 and how large is it?

Firefly Bloom 7b1 is developed by YeungNLP. The model is published as open weights on Hugging Face and indexed on LLM Explorer with full benchmark history.

How does Firefly Bloom 7b1 perform on standard benchmarks?

Firefly Bloom 7b1 has the following published scores: MMLU 26.83. Compare against reference models on this page or on the LLM Explorer leaderboards.

Firefly Bloom 7b1 by YeungNLP — VRAM 16.2GB

Name: Firefly Bloom 7b1
Author: YeungNLP

Firefly Bloom 7b1 is an open-source language model by YeungNLP. Features: LLM, VRAM: 16.2GB, Merged, LLM Explorer Score: 0.12, Arc: 40.4, HellaSwag: 61.2, MMLU: 26.8, GSM8K: 0.7.

Merged Model Bloom Endpoints compatible Pytorch Region:us Sharded

Model Card on HF 🤗: https://huggingface.co/YeungNLP/firefly-bloom-7b1

Firefly Bloom 7b1 Benchmarks

ARC: 40.44 vs 96.7 (so35)^-58.2%

HellaSwag: 61.2 vs 95.3 (gpt4)^-35.8%

MMLU: 26.83 vs 88.3 (so35)^-69.6%

GSM8K: 0.68 vs 96.4 (so35)^-99.3%

LLME Score: 0.11653

^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)

Firefly Bloom 7b1 (YeungNLP/firefly-bloom-7b1)

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Firefly Bloom 7b1 Parameters and Internals

Training Details

Data Sources:

百万中英文指令数据

Methodology:

指令微调

LLM Name	Firefly Bloom 7b1
Repository 🤗	https://huggingface.co/YeungNLP/firefly-bloom-7b1
Merged Model	Yes
Required VRAM	16.2 GB
Updated	2026-07-10
Maintainer	YeungNLP
Model Type	bloom
Model Files	14.1 GB: 1-of-2 2.1 GB: 2-of-2
Model Architecture	BloomForCausalLM
Transformers Version	4.30.0.dev0
Tokenizer Class	BloomTokenizer
Padding Token	<pad>
Vocabulary Size	250880
Torch Data Type	float16

Best Alternatives to Firefly Bloom 7b1

Best Alternatives	Context / RAM	Downloads	Likes
Firefly Bloom 2b6 V2	0K / 5 GB	223	9
Tiny Random BloomForCausalLM	0K / 0 GB	53937	0
Bloom 1b7 With Lm Head	0K / 3.4 GB	3967	0
Bloom 1b1 RLHF V2	0K / 2.1 GB	319	0
Tiny Random BloomForCausalLM	0K / 0 GB	478	0
ClinicalGPT Base Zh	0K / 15.8 GB	366	50
DElefant	0K / 12.5 GB	4	4
Okapi Da Bloom	0K / 16.2 GB	3	2
Pixiu V1.0	0K / 32.3 GB	4	2
Okapi Fr Bloom	0K / 18 GB	8	1

Rank the Firefly Bloom 7b1 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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Firefly Bloom 7b1 by YeungNLP

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Firefly Bloom 7b1 Benchmarks

Firefly Bloom 7b1 Parameters and Internals

Best Alternatives to Firefly Bloom 7b1

Rank the Firefly Bloom 7b1 Capabilities

What open-source LLMs or SLMs are you in search of? 54964 in total.