Neptuno-3B

2
1
3.0B
—
by
Sakalti
Language Model
OTHER
3B params
New
2 downloads
Early-stage
Try on Hugging FaceAdd to Compare
Edge AI:
Mobile
Laptop
Server
7GB+ RAM
Mobile
Laptop
Server
Quick Summary

Base model: Spestly Athena 1 3B, Sakalti Light 3B.

Device Compatibility

Mobile
4-6GB RAM
Laptop
16GB RAM
Server
GPU
Minimum Recommended
3GB+ RAM

Training Data Analysis

🔵 Good (6.0/10)

Researched training datasets used by Neptuno-3B with quality assessment

Specialized For

general
multilingual

Training Datasets (1)

c4
🔵 6/10
general
multilingual
Key Strengths
  • •Scale and Accessibility: 750GB of publicly available, filtered text
  • •Systematic Filtering: Documented heuristics enable reproducibility
  • •Language Diversity: Despite English-only, captures diverse writing styles
Considerations
  • •English-Only: Limits multilingual applications
  • •Filtering Limitations: Offensive content and low-quality text remain despite filtering

Explore our comprehensive training dataset analysis

View All Datasets

Code Examples

Configurationyaml
models:
  - model: Sakalti/Light-3B
    parameters:
      weight: 1
      density: 1
merge_method: ties
base_model: Spestly/Athena-1-3B
parameters:
  weight: 1
  density: 1
  normalize: true
  int8_mask: true
dtype: float16
Configurationyaml
models:
  - model: Sakalti/Light-3B
    parameters:
      weight: 1
      density: 1
merge_method: ties
base_model: Spestly/Athena-1-3B
parameters:
  weight: 1
  density: 1
  normalize: true
  int8_mask: true
dtype: float16
Configurationyaml
models:
  - model: Sakalti/Light-3B
    parameters:
      weight: 1
      density: 1
merge_method: ties
base_model: Spestly/Athena-1-3B
parameters:
  weight: 1
  density: 1
  normalize: true
  int8_mask: true
dtype: float16
Configurationyaml
models:
  - model: Sakalti/Light-3B
    parameters:
      weight: 1
      density: 1
merge_method: ties
base_model: Spestly/Athena-1-3B
parameters:
  weight: 1
  density: 1
  normalize: true
  int8_mask: true
dtype: float16
Configurationyaml
models:
  - model: Sakalti/Light-3B
    parameters:
      weight: 1
      density: 1
merge_method: ties
base_model: Spestly/Athena-1-3B
parameters:
  weight: 1
  density: 1
  normalize: true
  int8_mask: true
dtype: float16
Configurationyaml
models:
  - model: Sakalti/Light-3B
    parameters:
      weight: 1
      density: 1
merge_method: ties
base_model: Spestly/Athena-1-3B
parameters:
  weight: 1
  density: 1
  normalize: true
  int8_mask: true
dtype: float16
Configurationyaml
models:
  - model: Sakalti/Light-3B
    parameters:
      weight: 1
      density: 1
merge_method: ties
base_model: Spestly/Athena-1-3B
parameters:
  weight: 1
  density: 1
  normalize: true
  int8_mask: true
dtype: float16
Configurationyaml
models:
  - model: Sakalti/Light-3B
    parameters:
      weight: 1
      density: 1
merge_method: ties
base_model: Spestly/Athena-1-3B
parameters:
  weight: 1
  density: 1
  normalize: true
  int8_mask: true
dtype: float16

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.