What are the hardware requirements for Finance LLM 13B GPTQ?

Finance LLM 13B GPTQ requires approximately 7.3 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 Finance LLM 13B GPTQ and how large is it?

Finance LLM 13B GPTQ is developed by TheBloke, a model with 13b 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 Finance LLM 13B GPTQ?

Finance LLM 13B GPTQ is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Finance LLM 13B GPTQ by TheBloke — VRAM 7.3GB, 2K context

Name: Finance LLM 13B GPTQ
Author: TheBloke

Finance LLM 13B GPTQ is an open-source language model by TheBloke. Features: 13b LLM, VRAM: 7.3GB, Context: 2K, License: other, Quantized, Instruction-Based, LLM Explorer Score: 0.1.

Arxiv:2309.09530 4-bit Base model:adaptllm/finance-ll... Base model:quantized:adaptllm/... Dataset:gair/lima Dataset:open-orca/openorca Dataset:wizardlm/wizardlm evol... En Finance Gptq Instruct Llama Quantized Region:us Safetensors

Model Card on HF 🤗: https://huggingface.co/TheBloke/finance-LLM-13B-GPTQ

Finance LLM 13B GPTQ Parameters and Internals

Model Type

llama, text-generation

Supported Languages

en (proficient)

Training Details

Data Sources:

Open-Orca/OpenOrca, GAIR/lima, WizardLM/WizardLM_evol_instruct_V2_196k

Methodology:

Continued pre-training on domain-specific corpora, transforming pre-training corpora into reading comprehension texts.

Context Length:

2048

Input Output

Input Format:

User Input: {prompt} Assistant Output:

LLM Name	Finance LLM 13B GPTQ
Repository 🤗	https://huggingface.co/TheBloke/finance-LLM-13B-GPTQ
Model Name	Finance LLM 13B
Model Creator	AdaptLLM
Base Model(s)	Finance LLM 13B AdaptLLM/finance-LLM-13B
Model Size	13b
Required VRAM	7.3 GB
Updated	2026-08-08
Maintainer	TheBloke
Model Type	llama
Instruction-Based	Yes
Model Files	7.3 GB
Supported Languages	en
GPTQ Quantization	Yes
Quantization Type	gptq
Model Architecture	LlamaForCausalLM
License	other
Context Length	2048
Model Max Length	2048
Transformers Version	4.37.0.dev0
Tokenizer Class	LlamaTokenizer
Beginning of Sentence Token	<s>
End of Sentence Token	</s>
Padding Token	<pad>
Unk Token	<unk>
Vocabulary Size	32001
Torch Data Type	float16

Rank the Finance LLM 13B GPTQ 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 Finance LLM 13B GPTQ

Best Alternatives	Context / RAM	Downloads	Likes
NexusRaven 13B GPTQ	16K / 7.3 GB	35	7
CodeLlama 13B Instruct GPTQ	16K / 7.3 GB	75	39
Leo Hessianai 13B Chat GPTQ	8K / 7.3 GB	47	1
...sianai 13B Chat Bilingual GPTQ	8K / 7.3 GB	2	4
...lama2 13B Orca V2 8K 3166 GPTQ	8K / 7.3 GB	48	24
Mythalion 13B GPTQ	4K / 7.3 GB	2005	52
Swallow 13B Instruct GPTQ	4K / 7.5 GB	6	2
...2 13B Ft Instruct Es Gptq 3bit	4K / 5.7 GB	6	3
Pygmalion 2 13B GPTQ	4K / 7.3 GB	35	41
LoKuS 13B GPTQ	4K / 7.3 GB	71	2