What are the hardware requirements for Falcon 40B Int4 Peft Lora Sfttrainer?

Falcon 40B Int4 Peft Lora Sfttrainer requires approximately 1.8 GB of VRAM. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Falcon 40B Int4 Peft Lora Sfttrainer and how large is it?

Falcon 40B Int4 Peft Lora Sfttrainer is developed by smangrul, a model with 40b 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 Falcon 40B Int4 Peft Lora Sfttrainer?

Falcon 40B Int4 Peft Lora Sfttrainer is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Falcon 40B Int4 Peft Lora Sfttrainer by smangrul — VRAM 1.8GB

Name: Falcon 40B Int4 Peft Lora Sfttrainer
Author: smangrul

Falcon 40B Int4 Peft Lora Sfttrainer is an open-source language model by smangrul. Features: 40b LLM, VRAM: 1.8GB, License: apache-2.0, LLM Explorer Score: 0.07.

Adapter Finetuned Lora Region:us

Model Card on HF 🤗: https://huggingface.co/smangrul/falcon-40B-int4-peft-lora-sfttrainer

Falcon 40B Int4 Peft Lora Sfttrainer Benchmarks

LLME Score: 0.07386

^nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

What is the LLM Explorer Rank (Score)

Falcon 40B Int4 Peft Lora Sfttrainer (smangrul/falcon-40B-int4-peft-lora-sfttrainer)

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Falcon 40B Int4 Peft Lora Sfttrainer Parameters and Internals

Model Type

Generative Large Language Model

LLM Name	Falcon 40B Int4 Peft Lora Sfttrainer
Repository 🤗	https://huggingface.co/smangrul/falcon-40B-int4-peft-lora-sfttrainer
Model Size	40b
Required VRAM	1.8 GB
Updated	2026-06-01
Maintainer	smangrul
Model Files	1.8 GB
Model Architecture	Adapter
License	apache-2.0
Is Biased	none
PEFT Type	LORA
LoRA Model	Yes
PEFT Target Modules	query_key_value\|dense\|dense_h_to_4h\|dense_4h_to_h
LoRA Alpha	16
LoRA Dropout	0.1
R Param	64

Best Alternatives to Falcon 40B Int4 Peft Lora Sfttrainer

Best Alternatives	Context / RAM	Downloads	Likes
Medfalcon V2 40B Lora	0K / 0.9 GB	4	3
Falcon 40B Code Alpaca Lora	0K / 0 GB	0	2
Medfalcon 40B Lora	0K / 0.9 GB	3	3
Falcon 40B Chat V0.1	0K / 0 GB	28	38
Falcon 40B Guanaco Lora	0K / 0.2 GB	0	4
Falcon 40B Qlora Oasst De	0K / 1.8 GB	0	2
...lcon Lora 40b Ckpt 500 Oasst 1	0K / 1.8 GB	0	1
...e WizardLM Uncensored 40B Lora	0K / 0.1 GB	0	1

Note: green Score (e.g. "73.2") means that the model is better than smangrul/falcon-40B-int4-peft-lora-sfttrainer.

Rank the Falcon 40B Int4 Peft Lora Sfttrainer Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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

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Release v20260328a

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Falcon 40B Int4 Peft Lora Sfttrainer by smangrul

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Falcon 40B Int4 Peft Lora Sfttrainer Benchmarks

Falcon 40B Int4 Peft Lora Sfttrainer Parameters and Internals

Best Alternatives to Falcon 40B Int4 Peft Lora Sfttrainer

Rank the Falcon 40B Int4 Peft Lora Sfttrainer Capabilities

What open-source LLMs or SLMs are you in search of? 54415 in total.