What are the hardware requirements for DociproLLM 7B?

DociproLLM 7B requires approximately 27.8 GB of VRAM and supports a context window of 2K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed DociproLLM 7B and how large is it?

DociproLLM 7B is developed by sartifyllc, a model with 7b parameters. The model is published as open weights on Hugging Face and indexed on LLM Explorer with full benchmark history.

How does DociproLLM 7B perform on standard benchmarks?

DociproLLM 7B has the following published scores: MMLU 27.78. Compare against reference models on this page or on the LLM Explorer leaderboards.

DociproLLM 7B by sartifyllc — VRAM 27.8GB, 2K context

Name: DociproLLM 7B
Author: sartifyllc

DociproLLM 7B is an open-source language model by sartifyllc. Features: 7b LLM, VRAM: 27.8GB, Context: 2K, LLM Explorer Score: 0.13, Arc: 47.9, HellaSwag: 78.1, MMLU: 27.8, GSM8K: 4.6.

Custom code Endpoints compatible Falcon Region:us Safetensors Sharded Tensorflow

Model Card on HF 🤗: https://huggingface.co/sartifyllc/dociproLLM-7B

DociproLLM 7B Parameters and Internals

LLM Name	DociproLLM 7B
Repository 🤗	https://huggingface.co/sartifyllc/dociproLLM-7B
Model Size	7b
Required VRAM	27.8 GB
Updated	2026-06-05
Maintainer	sartifyllc
Model Type	falcon
Model Files	5.0 GB: 1-of-6 5.0 GB: 2-of-6 5.0 GB: 3-of-6 5.0 GB: 4-of-6 5.0 GB: 5-of-6 2.8 GB: 6-of-6
Model Architecture	FalconForCausalLM
Context Length	2048
Model Max Length	2048
Transformers Version	4.36.0.dev0
Is Biased	0
Tokenizer Class	PreTrainedTokenizerFast
Vocabulary Size	65024
Torch Data Type	float32

Rank the DociproLLM 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 DociproLLM 7B

Best Alternatives	Context / RAM	Downloads	Likes
F1H10M 0000	2K / 13.9 GB	2529	0
Saqr 7B Merged	2K / 13.9 GB	232	1
Claire 7B FR Instruct 0.1	2K / 13.9 GB	11	6
... Openassistant Toxicity Reduce	2K / 30.4 GB	8	0
F1H10M 0000	2K / 13.9 GB	14	0
Falcon Chatbot	2K / 5.5 GB	4	1
Really Tiny Falcon Testing	2K / 0 GB	9029	2
New Falcon	2K / 4.3 GB	5	1
Claire 7B 0.1 Instruct	2K / 7.2 GB	3	1
...lcon7b Linear Equations Merged	2K / 13.9 GB	32	1

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