Saba1.5-Pro-3B

5
1
3.0B
license:apache-2.0
by
Sakalti
Language Model
OTHER
3B params
New
5 downloads
Early-stage
Try on Hugging FaceAdd to Compare
Edge AI:
Mobile
Laptop
Server
7GB+ RAM
Mobile
Laptop
Server
Quick Summary

Base model: Saba1.5-Pro library name: transformers.

Device Compatibility

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

Code Examples

Configurationyaml
merge_method: passthrough
slices:
- sources:
  - layer_range: [0, 2]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [1, 3]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [2, 4]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [3, 5]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [4, 6]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [5, 7]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [6, 8]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [7, 9]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [8, 10]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [9, 11]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [10, 12]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [11, 13]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [12, 14]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [13, 15]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [14, 16]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [16, 18]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [17, 19]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [18, 20]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [19, 21]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [20, 22]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [21, 23]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [22, 24]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [23, 25]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [24, 26]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [25, 27]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [26, 28]
    model: Sakalti/Saba1.5-Pro
merge_method: passthrough
dtype: bfloat16
Configurationyaml
merge_method: passthrough
slices:
- sources:
  - layer_range: [0, 2]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [1, 3]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [2, 4]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [3, 5]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [4, 6]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [5, 7]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [6, 8]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [7, 9]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [8, 10]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [9, 11]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [10, 12]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [11, 13]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [12, 14]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [13, 15]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [14, 16]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [16, 18]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [17, 19]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [18, 20]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [19, 21]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [20, 22]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [21, 23]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [22, 24]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [23, 25]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [24, 26]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [25, 27]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [26, 28]
    model: Sakalti/Saba1.5-Pro
merge_method: passthrough
dtype: bfloat16
Configurationyaml
merge_method: passthrough
slices:
- sources:
  - layer_range: [0, 2]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [1, 3]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [2, 4]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [3, 5]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [4, 6]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [5, 7]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [6, 8]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [7, 9]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [8, 10]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [9, 11]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [10, 12]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [11, 13]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [12, 14]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [13, 15]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [14, 16]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [16, 18]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [17, 19]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [18, 20]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [19, 21]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [20, 22]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [21, 23]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [22, 24]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [23, 25]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [24, 26]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [25, 27]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [26, 28]
    model: Sakalti/Saba1.5-Pro
merge_method: passthrough
dtype: bfloat16
Configurationyaml
merge_method: passthrough
slices:
- sources:
  - layer_range: [0, 2]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [1, 3]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [2, 4]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [3, 5]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [4, 6]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [5, 7]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [6, 8]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [7, 9]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [8, 10]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [9, 11]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [10, 12]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [11, 13]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [12, 14]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [13, 15]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [14, 16]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [16, 18]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [17, 19]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [18, 20]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [19, 21]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [20, 22]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [21, 23]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [22, 24]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [23, 25]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [24, 26]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [25, 27]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [26, 28]
    model: Sakalti/Saba1.5-Pro
merge_method: passthrough
dtype: bfloat16
Configurationyaml
merge_method: passthrough
slices:
- sources:
  - layer_range: [0, 2]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [1, 3]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [2, 4]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [3, 5]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [4, 6]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [5, 7]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [6, 8]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [7, 9]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [8, 10]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [9, 11]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [10, 12]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [11, 13]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [12, 14]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [13, 15]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [14, 16]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [16, 18]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [17, 19]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [18, 20]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [19, 21]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [20, 22]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [21, 23]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [22, 24]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [23, 25]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [24, 26]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [25, 27]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [26, 28]
    model: Sakalti/Saba1.5-Pro
merge_method: passthrough
dtype: bfloat16
Configurationyaml
merge_method: passthrough
slices:
- sources:
  - layer_range: [0, 2]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [1, 3]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [2, 4]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [3, 5]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [4, 6]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [5, 7]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [6, 8]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [7, 9]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [8, 10]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [9, 11]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [10, 12]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [11, 13]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [12, 14]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [13, 15]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [14, 16]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [16, 18]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [17, 19]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [18, 20]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [19, 21]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [20, 22]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [21, 23]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [22, 24]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [23, 25]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [24, 26]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [25, 27]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [26, 28]
    model: Sakalti/Saba1.5-Pro
merge_method: passthrough
dtype: bfloat16
Configurationyaml
merge_method: passthrough
slices:
- sources:
  - layer_range: [0, 2]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [1, 3]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [2, 4]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [3, 5]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [4, 6]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [5, 7]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [6, 8]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [7, 9]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [8, 10]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [9, 11]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [10, 12]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [11, 13]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [12, 14]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [13, 15]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [14, 16]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [16, 18]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [17, 19]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [18, 20]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [19, 21]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [20, 22]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [21, 23]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [22, 24]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [23, 25]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [24, 26]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [25, 27]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [26, 28]
    model: Sakalti/Saba1.5-Pro
merge_method: passthrough
dtype: bfloat16
Configurationyaml
merge_method: passthrough
slices:
- sources:
  - layer_range: [0, 2]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [1, 3]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [2, 4]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [3, 5]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [4, 6]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [5, 7]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [6, 8]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [7, 9]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [8, 10]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [9, 11]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [10, 12]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [11, 13]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [12, 14]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [13, 15]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [14, 16]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [16, 18]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [17, 19]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [18, 20]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [19, 21]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [20, 22]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [21, 23]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [22, 24]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [23, 25]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [24, 26]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [25, 27]
    model: Sakalti/Saba1.5-Pro
- sources:
  - layer_range: [26, 28]
    model: Sakalti/Saba1.5-Pro
merge_method: passthrough
dtype: bfloat16

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