Similar Models

Nanbeige4.1-3B (Agentic Generalist)

tantk/Nanbeige4.1-3B-GGUF

Unified 3B open-source model from Boss Zhipin. 128K context, Apache 2.0. Specialized for agentic workflows, code generation, and multi-step reasoning with tool-calling support.

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 = "tantk/Nanbeige4.1-3B-GGUF"
tokenizer = AutoTokenizer.from_pretrained(model_id)
model = AutoModelForCausalLM.from_pretrained(model_id)

# Your inference code here...

Available Versions

Tag / VariantSizeFormatDownload
tantk/Nanbeige4.1-3B-GGUF:Q4_K_M2.3GBGGUFLink
tantk/Nanbeige4.1-3B-GGUF:Q8_03.9GBGGUFLink

Model Details

Teacher Model

Nanbeige4-3B-Base

Distillation Method

Knowledge Distillation (Logits)

Training Dataset

Flickr30k (Conceptual)

Primary Task

Multimodal Generation

Performance Metrics (Example)

MetricStudent ModelTeacher Model
Model Size2.3GB8.5GB
BLEU Score28.530.1