What are the hardware requirements for Bespoke MiniCheck 7B?

Bespoke MiniCheck 7B requires approximately 15.5 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 Bespoke MiniCheck 7B and how large is it?

Bespoke MiniCheck 7B is developed by bespokelabs, 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 Bespoke MiniCheck 7B?

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

Bespoke MiniCheck 7B by bespokelabs — VRAM 15.5GB, 32K context

Name: Bespoke MiniCheck 7B
Author: bespokelabs

Bespoke MiniCheck 7B is an open-source language model by bespokelabs. Features: 7b LLM, VRAM: 15.5GB, Context: 32K, LLM Explorer Score: 0.16.

Arxiv:2403.17297 Arxiv:2404.10774 Custom code En Internlm2 Region:us Safetensors Sharded Tensorflow

Model Card on HF 🤗: https://huggingface.co/bespokelabs/Bespoke-MiniCheck-7B

Bespoke MiniCheck 7B Parameters and Internals

LLM Name	Bespoke MiniCheck 7B
Repository 🤗	https://huggingface.co/bespokelabs/Bespoke-MiniCheck-7B
Model Size	7b
Required VRAM	15.5 GB
Updated	2026-10-28
Maintainer	bespokelabs
Model Type	internlm2
Model Files	4.9 GB: 1-of-4 4.9 GB: 2-of-4 4.9 GB: 3-of-4 0.8 GB: 4-of-4
Supported Languages	en
Model Architecture	InternLM2ForCausalLM
Context Length	32768
Model Max Length	32768
Transformers Version	4.43.3
Is Biased	0
Tokenizer Class	InternLM2Tokenizer
Padding Token	</s>
Vocabulary Size	92550
Torch Data Type	bfloat16

Rank the Bespoke MiniCheck 7B 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 Bespoke MiniCheck 7B

Best Alternatives	Context / RAM	Downloads	Likes
Internlm2 5 7B	256K / 15.5 GB	3236	18
Internlm2 5 7B Chat 1M	256K / 15.4 GB	396	72
Internlm2 5 7B Chat	32K / 15.4 GB	132413	201
Internlm2 7B	32K / 15.5 GB	23773	43
Internlm2 Chat 7B	32K / 15.4 GB	68687	83
ChemLLM 7B Chat 1 5 SFT	32K / 15.4 GB	507	6
Internlm2 Base 7B	32K / 15.5 GB	19872	10
MD Judge V0.2 Internlm2 7b	32K / 15.4 GB	560	17
...nternlm2 5 7B Chat Abliterated	32K / 15.4 GB	8	2
GouMang	32K / 15.4 GB	9	0

Note: green Score (e.g. "73.2") means that the model is better than bespokelabs/Bespoke-MiniCheck-7B.