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gemma-4-E4B-it-FT-GGUF
TRACCERR/gemma-4-E4B-it-FT-GGUF
gemma-4-E4B-it-FT-GGUF is a image-text-to-text model from TRACCERR. Use it for the image-text-to-text task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as apache-2.0.
- Developed by: Prompt48 - License: apache-2.0 - Finetuned from model : unsloth/gemma-4-E4B-it
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.safetensors16 GB · 51%
At a glance
- Task
- Image-Text-to-Text
- Library
- transformers
- License
- apache-2.0
- Model type
- gemma4
- Access
- Public
- Created
- Apr 8, 2026
- Updated
- Apr 8, 2026
- SHA
- 3eda64fd
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Base models
Model card
From the Hugging Face model README
Uploaded finetuned model
- Developed by: Prompt48
- License: apache-2.0
- Finetuned from model : unsloth/gemma-4-E4B-it
This gemma4 model was trained 2x faster with Unsloth and Huggingface's TRL library.
Training Dataset
This model was fine-tuned on the Bitext Customer Support LLM Chatbot Training Dataset.
- Creator: Bitext Innovations
- Dataset License: CDLA-Sharing-1.0
- Language: English (en-US)
- Size: 26,872 question/answer pairs (~1,000 per intent), 3.57 million total tokens
- Format: Each sample contains:
flags,instruction,category,intent,response
The dataset covers 10 categories and 27 intents for customer support chatbot applications: ACCOUNT (create, delete, edit, switch), CANCELLATION_FEE, DELIVERY (options), FEEDBACK (complaint, review), INVOICE (check, get), NEWSLETTER (subscription), ORDER (cancel, change, place), PAYMENT (check methods, payment issue), REFUND (check policy, track), SHIPPING_ADDRESS (change, set up).
It includes 12 linguistic variation tags capturing lexical, syntactic, register, and stylistic diversity, and 30 entity/slot placeholder types. Applicable across 20+ industry verticals (retail, banking, healthcare, travel, etc.).
GGUF Quantizations
| Filename | Quantization | Size | BPW | Description |
|---|---|---|---|---|
gemma-4-e4b-it-ft-IQ4_NL.gguf | IQ4_NL | 4.9 GB | 5.53 | Good quality, recommended for most use cases |
gemma-4-e4b-it-ft-IQ3_M.gguf | IQ3_M | 4.4 GB | 5.00 | Smaller size, slightly reduced quality |
gemma-4-e4b-it-ft-Q4_K_M.gguf | Q4_K_M | 5.0 GB | 5.66 | K-quant medium, good balance of quality and size |
Original Safetensors
The original finetuned safetensors model files are also included in this repository.
Source
Quantized from Prompt48/gemma-4-E4B-it-FT
- Task
- Image-Text-to-Text
- Library
- transformers
- Type
- gemma4
- License
- apache-2.0
- Languages
- en
- Created
- Apr 8, 2026
- Updated
- Apr 8, 2026