CoolFace
Modelpublic

reallexi/lexi-resume-v6

sourceHugging Faceotherupdated 2mo agoView on Hugging Face
2likes283downloads
Model Card

lexi-resume-v6

lexi-resume-v6 by Reallexi LLC AI Model Builder — llm.reallexi.io

Copyright (c) 2026 Reallexi LLC. All rights reserved.

A standalone model of 495M parameters, derived from `Qwen/Qwen2.5-0.5B-Instruct`.

The adapter has been merged into the base weights, so no PEFT adapter is needed at runtime.

Size and requirements

Parameters495,114,112 (495M)
Weights on disk942 MB
Trained context length8,192 tokens
Base modelQwen/Qwen2.5-0.5B-Instruct

Approximate memory to hold the weights. Add context and runtime overhead on top.

PrecisionWeights
FP16 / BF16944 MB
8-bit (Q8_0)472 MB
4-bit (Q4KM)260 MB

Training

Strategyslm
AdapterAuto LoRA
LoRA rank / alpha8 / 16
DatasetAzharAli05/Resume-Screening-Dataset
Samples learned10,000 (through phase 3 of 3)
Training steps2,250
Epochs3

Before / after samples

The same prompts, drawn from the training data, run through the base model before training and the finished model after. This shows what the run changed on representative prompts -- it is not a benchmark. Full outputs are in SAMPLES.md and samples.json alongside this file.

Prompt: Role: AR/VR Developer; Resume: Here's a professional resume for Mary Johnson, tailored to the AR/VR Developer role: Mary Johnson Contact

  • Before: Information:
  • Address: 123 Main St, Anytown, USA 12345
  • Phone: (555) 555-5555
  • Email: mary.johnson@email.com Professional Summary: Highly motivated and experienced AR/VR Developer with expertise in Unity, C#,
  • After: Information:
  • Address: 123 Main St, Anytown, USA 12345
  • Phone: (555) 555-5555
  • Email: mary.johnson@email.com
  • LinkedIn: linkedin.com/in/maryjohnsondeveloper

Summary: Highly motivated and

Prompt: Role: product manager; Resume: here's a sample resume for brent brown applying for the role of product manager: brent brown

  • Before: Product Manager Contact Information:

Summary: Highly motivated and detail-oriented Product Manager with 5+ years of experience in driving successful product launches, delivering high

  • After: product manager

contact information:

summary: highly motivated and detail-oriented product manager with 3+ years of experience in creating and executing successful product strategies.

Prompt: Role: data engineer; Resume: gina mehta data engineer candidate gina mehta is a highly skilled and experienced data engineer with

  • Before: over 5 years of experience in designing, developing, and deploying scalable data solutions. She has a strong background in cloud computing, database design, and data visualization.

Key skills:

  • Cloud platforms (AWS, Azure, Google Cloud)
  • Database management (MySQL, PostgreSQL, MongoDB)
  • Data modeling and query…
  • After: a strong background in designing, developing, and deploying scalable data solutions. she has a proven track record of delivering high-quality data products that meet the needs of clients across various industries.

key skills and achievements:

  • data engineering: demonstrated expertise in designing, developing…

Training curve

[image]

Usage

python
from transformers import AutoModelForCausalLM, AutoTokenizer

model = AutoModelForCausalLM.from_pretrained("lexi-resume-v6")
tokenizer = AutoTokenizer.from_pretrained("lexi-resume-v6")

License and attribution

The effective terms are inherited from the base model and the training data, which are not necessarily the same as this project's own license. Review both before redistributing.

  • Training data: AzharAli05/Resume-Screening-Dataset

Copyright (c) 2026 Reallexi LLC. All rights reserved.

Produced by Reallexi LLC AI Model Builder from training job #1609. Core: https://llm.reallexi.io

Who, where, and what platform trained this?

Produced by Reallexi LLC on Reallexi AI Model Builder, a local-first training platform (https://llm.reallexi.io). Hugging Face repository: reallexi/lexi-resume-v6. Copyright (c) 2026 Reallexi LLC. All rights reserved.