What are the hardware requirements for Ava 1.5 12B?

Ava 1.5 12B requires approximately 24.5 GB of VRAM and supports a context window of 1000K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Ava 1.5 12B and how large is it?

Ava 1.5 12B is developed by Spestly, a model with 12b 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 Ava 1.5 12B?

Ava 1.5 12B is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Ava 1.5 12B by Spestly — VRAM 24.5GB, 1000K context

Name: Ava 1.5 12B
Author: Spestly

Ava 1.5 12B is an open-source language model by Spestly. Features: 12b LLM, VRAM: 24.5GB, Context: 1000K, License: apache-2.0, LLM Explorer Score: 0.16.

Autotrain compatible Base model:finetune:spestly/av... Base model:spestly/ava-1.0-12b En Endpoints compatible Mistral Pytorch Region:us Sharded Trl Unsloth

Model Card on HF 🤗: https://huggingface.co/Spestly/Ava-1.5-12B

Ava 1.5 12B Parameters and Internals

LLM Name	Ava 1.5 12B
Repository 🤗	https://huggingface.co/Spestly/Ava-1.5-12B
Base Model(s)	Spestly/Ava-1.0-12B Spestly/Ava-1.0-12B
Model Size	12b
Required VRAM	24.5 GB
Updated	2025-01-25
Maintainer	Spestly
Model Type	mistral
Model Files	4.9 GB: 1-of-5 4.9 GB: 2-of-5 4.9 GB: 3-of-5 4.9 GB: 4-of-5 4.9 GB: 5-of-5
Supported Languages	en
Model Architecture	MistralForCausalLM
License	apache-2.0
Context Length	1024000
Model Max Length	1024000
Transformers Version	4.46.3
Tokenizer Class	PreTrainedTokenizerFast
Padding Token	<pad>
Vocabulary Size	131072
Torch Data Type	float16

Rank the Ava 1.5 12B 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 Ava 1.5 12B

Best Alternatives	Context / RAM	Downloads	Likes
...r Nemo 12B Instruct R 21 09 24	1000K / 24.5 GB	396277	141
MN 12B Mag Mell R1	1000K / 24.5 GB	69558	238
Riverfish Rocinante 12B SFT	1000K / 49.4 GB	166	1
Riverfish Rocinante 12B	1000K / 49.4 GB	111	1
MN 12B LucidFaun RP RU	1000K / 24.5 GB	1005	6
Qliphoth 12B V1.2	1000K / 24.5 GB	107	7
Captain Eris BMO Violent 12B	1000K / 24.5 GB	305	2
Shining Gold Sakura 12B	1000K / 24.5 GB	52	2
Dans SakuraKaze V1.0.0 12B	1000K / 24.5 GB	7	21
...n Eris BMO Violent GRPO V0.420	1000K / 24.5 GB	92	3

Note: green Score (e.g. "73.2") means that the model is better than Spestly/Ava-1.5-12B.