finetuning-infinite-workflow

22
license:apache-2.0
by
Abdurrahmanesc
Language Model
OTHER
2B params
New
22 downloads
Early-stage
Edge AI:
Mobile
Laptop
Server
5GB+ RAM
Mobile
Laptop
Server
Quick Summary

AI model with specialized capabilities.

Device Compatibility

Mobile
4-6GB RAM
Laptop
16GB RAM
Server
GPU
Minimum Recommended
2GB+ RAM

Code Examples

Model Sources [optional]text
yaml
=== TRAIN METRICS (BEFORE vs AFTER) ===

ROUGE-L:
   Before : 0.2726
   After  : 0.2726
   Change : +0.0000

BLEU:
   Before : 19.9785
   After  : 19.9744
   Change : -0.0041

Perplexity:
   Before : 23.67
   After  : 3.02
   Change : -20.65 (major improvement)

(Additional metrics shown in your logs)
Repository Structuretext
├── adapter_model.bin
├── adapter_config.json
├── training_args.json
├── eval_before.json
├── eval_after.json
├── plots/
│   ├── before_after_graph.png
│   └── (others)
└── README.md

Deploy This Model

Production-ready deployment in minutes

Together.ai

Instant API access to this model

Fastest API

Production-ready inference API. Start free, scale to millions.

Try Free API

Replicate

One-click model deployment

Easiest Setup

Run models in the cloud with simple API. No DevOps required.

Deploy Now

Disclosure: We may earn a commission from these partners. This helps keep LLMYourWay free.