Hugging Face's logo

mlx-community
/
granite-3b-code-base-8bit

Text Generation
Transformers
Safetensors
MLX
llama
code
Eval Results
text-generation-inference
Model card Files Community
1
granite-3b-code-base-8bit
File size: 2,330 Bytes 
6e2b4e9
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
 
---
license: apache-2.0
library_name: transformers
tags:
- code
- mlx
datasets:
- codeparrot/github-code-clean
- bigcode/starcoderdata
- open-web-math/open-web-math
- math-ai/StackMathQA
metrics:
- code_eval
pipeline_tag: text-generation
inference: false
model-index:
- name: granite-3b-code-base
  results:
  - task:
      type: text-generation
    dataset:
      name: MBPP
      type: mbpp
    metrics:
    - type: pass@1
      value: 36.0
      name: pass@1
  - task:
      type: text-generation
    dataset:
      name: MBPP+
      type: evalplus/mbppplus
    metrics:
    - type: pass@1
      value: 45.1
      name: pass@1
  - task:
      type: text-generation
    dataset:
      name: HumanEvalSynthesis(Python)
      type: bigcode/humanevalpack
    metrics:
    - type: pass@1
      value: 36.6
      name: pass@1
    - type: pass@1
      value: 37.2
      name: pass@1
    - type: pass@1
      value: 40.9
      name: pass@1
    - type: pass@1
      value: 26.2
      name: pass@1
    - type: pass@1
      value: 35.4
      name: pass@1
    - type: pass@1
      value: 22.0
      name: pass@1
    - type: pass@1
      value: 25.0
      name: pass@1
    - type: pass@1
      value: 18.9
      name: pass@1
    - type: pass@1
      value: 29.9
      name: pass@1
    - type: pass@1
      value: 17.1
      name: pass@1
    - type: pass@1
      value: 26.8
      name: pass@1
    - type: pass@1
      value: 14.0
      name: pass@1
    - type: pass@1
      value: 18.3
      name: pass@1
    - type: pass@1
      value: 23.2
      name: pass@1
    - type: pass@1
      value: 29.9
      name: pass@1
    - type: pass@1
      value: 24.4
      name: pass@1
    - type: pass@1
      value: 16.5
      name: pass@1
    - type: pass@1
      value: 3.7
      name: pass@1
---

# mlx-community/granite-3b-code-base-8bit

The Model [mlx-community/granite-3b-code-base-8bit](https://huggingface.co/mlx-community/granite-3b-code-base-8bit) was converted to MLX format from [ibm-granite/granite-3b-code-base](https://huggingface.co/ibm-granite/granite-3b-code-base) using mlx-lm version **0.12.0**.

## Use with mlx

```bash
pip install mlx-lm
```

```python
from mlx_lm import load, generate

model, tokenizer = load("mlx-community/granite-3b-code-base-8bit")
response = generate(model, tokenizer, prompt="hello", verbose=True)
```