Similar Models

Qwen3.5-0.8B (Ultra-Edge Agent)

unsloth/Qwen3.5-0.8B-GGUF

Alibaba Qwen3.5 sub-1B via Unsloth Dynamic 2.0. 256K context, Apache 2.0. Optimized for lightweight function-calling agents and document parsing workflows.

How to Use

To get started, install the `transformers` library:

pip install transformers

Then, use the following snippet to load the model:

from transformers import AutoTokenizer, AutoModelForCausalLM

model_id = "unsloth/Qwen3.5-0.8B-GGUF"
tokenizer = AutoTokenizer.from_pretrained(model_id)
model = AutoModelForCausalLM.from_pretrained(model_id)

# Your inference code here...

Available Versions

Tag / VariantSizeFormatDownload
unsloth/Qwen3.5-0.8B-GGUF:UD-Q4_K_XL0.7GBGGUFLink
unsloth/Qwen3.5-0.8B-GGUF:Q6_K0.95GBGGUFLink

Model Details

Teacher Model

Qwen3.5-4B

Distillation Method

Knowledge Distillation (Logits)

Training Dataset

Flickr30k (Conceptual)

Primary Task

Multimodal Generation

Performance Metrics (Example)

MetricStudent ModelTeacher Model
Model Size0.7GB8.5GB
BLEU Score28.530.1