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

Finance LLM 13B AWQ requires approximately 7.2 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 AWQ and how large is it?

Finance LLM 13B AWQ 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 AWQ?

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

Finance LLM 13B AWQ by TheBloke — VRAM 7.2GB, 2K context

Name: Finance LLM 13B AWQ
Author: TheBloke

Finance LLM 13B AWQ is an open-source language model by TheBloke. Features: 13b LLM, VRAM: 7.2GB, Context: 2K, License: other, Quantized, Instruction-Based, LLM Explorer Score: 0.1.

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

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

Finance LLM 13B AWQ Parameters and Internals

Model Type

llama

Training Details

Data Sources:

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

Methodology:

Continued pre-training on domain-specific corpora using a reading comprehension approach.

Context Length:

2048

Hardware Used:

Massed Compute

Input Output

Input Format:

### User Input: {prompt} ### Assistant Output:

LLM Name	Finance LLM 13B AWQ
Repository 🤗	https://huggingface.co/TheBloke/finance-LLM-13B-AWQ
Model Name	Finance LLM 13B
Model Creator	AdaptLLM
Base Model(s)	Finance LLM 13B AdaptLLM/finance-LLM-13B
Model Size	13b
Required VRAM	7.2 GB
Updated	2026-07-27
Maintainer	TheBloke
Model Type	llama
Instruction-Based	Yes
Model Files	7.2 GB
Supported Languages	en
AWQ Quantization	Yes
Quantization Type	awq
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 AWQ 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 AWQ

Best Alternatives	Context / RAM	Downloads	Likes
CodeLlama 13B Instruct AWQ	16K / 7.2 GB	261	9
NexusRaven 13B AWQ	16K / 7.2 GB	22	4
...ma 13B Instruct Hf W4 G128 AWQ	16K / 7.2 GB	10	0
Meta Llama 3 13B Instruct AWQ	8K / 8.8 GB	8	0
Leo Hessianai 13B Chat AWQ	8K / 7.2 GB	6	1
...ssianai 13B Chat Bilingual AWQ	8K / 7.2 GB	4	1
Swallow 13B Instruct AWQ	4K / 7.5 GB	10	1
Mythalion 13B AWQ	4K / 7.2 GB	255	10
Pygmalion 2 13B AWQ	4K / 7.2 GB	11	6
Speechless Llama2 13B AWQ	4K / 7.2 GB	7	1

Note: green Score (e.g. "73.2") means that the model is better than TheBloke/finance-LLM-13B-AWQ.