What are the hardware requirements for TroL 7B?

TroL 7B requires approximately 17.3 GB of VRAM and supports a context window of 32K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed TroL 7B and how large is it?

TroL 7B is developed by BK-Lee, 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 TroL 7B?

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

TroL 7B by BK-Lee — VRAM 17.3GB, 32K context

Name: TroL 7B
Author: BK-Lee

TroL 7B is an open-source language model by BK-Lee. Features: 7b LLM, VRAM: 17.3GB, Context: 32K, License: mit, LLM Explorer Score: 0.13.

Arxiv:2406.12246 Endpoints compatible Internlm Region:us Safetensors

Model Card on HF 🤗: https://huggingface.co/BK-Lee/TroL-7B

TroL 7B Benchmarks

LLME Score: 0.13463

^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)

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TroL 7B Parameters and Internals

Model Type

text generation, multimodal

Use Cases

Areas:

research

Input Output

Accepted Modalities:

text, image

LLM Name	TroL 7B
Repository 🤗	https://huggingface.co/BK-Lee/TroL-7B
Model Size	7b
Required VRAM	17.3 GB
Updated	2026-05-05
Maintainer	BK-Lee
Model Type	internlm
Model Files	17.3 GB 0.0 GB
Model Architecture	AutoModel
License	mit
Context Length	32768
Model Max Length	32768
Transformers Version	4.40.2
Is Biased	0
Tokenizer Class	InternLM2Tokenizer
Padding Token	</s>
Vocabulary Size	92544
Torch Data Type	float16

Best Alternatives to TroL 7B

Best Alternatives	Context / RAM	Downloads	Likes
MoAI 7B	32K / 17.7 GB	17	45
CoLLaVO 7B	32K / 18.6 GB	17	21
... 7b 448 Qinstruct Preview V0.1	2K / 17.3 GB	6	4
Janus Pro 7B	0K / 14.8 GB	30948	3601
...421 8cf0 Afaf47fe3d2c 5GU4Xkd3	0K / 1.3 GB	26	0
...ca9 Babb Dc318baf7a95 5FWLwQ2G	0K / 1.3 GB	25	0
...86B 8feb Ee84fab5469d 5GU4Xkd3	0K / 1.3 GB	40	0
Sat Socratic Qwen2.5 7B Lora	0K / 0.6 GB	40	2
...29B 92a1 E78acf5901b2 5FWLwQ2G	0K / 1.3 GB	31	0
...29B 92a1 E78acf5901b2 5EEaxgnm	0K / 1.3 GB	28	0

Note: green Score (e.g. "73.2") means that the model is better than BK-Lee/TroL-7B.

Rank the TroL 7B 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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TroL 7B by BK-Lee

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TroL 7B Benchmarks

TroL 7B Parameters and Internals

Best Alternatives to TroL 7B

Rank the TroL 7B Capabilities

What open-source LLMs or SLMs are you in search of? 54415 in total.