What are the hardware requirements for Aspera SWE Llama 7B Updated?

Aspera SWE Llama 7B Updated requires approximately 13.5 GB of VRAM and supports a context window of 16K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Aspera SWE Llama 7B Updated and how large is it?

Aspera SWE Llama 7B Updated is developed by agi-designer, 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 Aspera SWE Llama 7B Updated?

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

Aspera SWE Llama 7B Updated by agi-designer — VRAM 13.5GB, 16K context

Name: Aspera SWE Llama 7B Updated
Author: agi-designer

Aspera SWE Llama 7B Updated is an open-source language model by agi-designer. Features: 7b LLM, VRAM: 13.5GB, Context: 16K, LLM Explorer Score: 0.13.

Endpoints compatible Llama Pytorch Region:us Sharded

Model Card on HF 🤗: https://huggingface.co/agi-designer/Aspera-SWE-Llama-7b-updated

Aspera SWE Llama 7B Updated Parameters and Internals

LLM Name	Aspera SWE Llama 7B Updated
Repository 🤗	https://huggingface.co/agi-designer/Aspera-SWE-Llama-7b-updated
Model Size	7b
Required VRAM	13.5 GB
Updated	2026-08-05
Maintainer	agi-designer
Model Type	llama
Model Files	10.0 GB: 1-of-2 3.5 GB: 2-of-2
Model Architecture	LlamaForCausalLM
Context Length	16384
Model Max Length	16384
Transformers Version	4.31.0
Tokenizer Class	LlamaTokenizer
Beginning of Sentence Token	<s>
End of Sentence Token	</s>
Unk Token	<unk>
Vocabulary Size	32000
Torch Data Type	float16

Rank the Aspera SWE Llama 7B Updated 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

Quantized Models of the Aspera SWE Llama 7B Updated

Model	Likes	Downloads	VRAM
... SWE Llama 7B Updated 4bit AWQ	0	5	3 GB

Best Alternatives to Aspera SWE Llama 7B Updated

Best Alternatives	Context / RAM	Downloads
124	1024K / 16.1 GB	93
162	1024K / 16.1 GB	60
157	1024K / 16.1 GB	101
118	1024K / 16.1 GB	15
A5.4	1024K / 16.1 GB	12
A3.4	1024K / 16.1 GB	13
A2.4	1024K / 16.1 GB	12
A6 L	1024K / 16.1 GB	201
M	1024K / 16.1 GB	127
2 Very Sci Fi	1024K / 16.1 GB	317

Note: green Score (e.g. "73.2") means that the model is better than agi-designer/Aspera-SWE-Llama-7b-updated.