Update README.md
Browse files
README.md
CHANGED
|
@@ -3,146 +3,135 @@ license: llama2
|
|
| 3 |
license_name: deepseek
|
| 4 |
license_link: LICENSE
|
| 5 |
datasets:
|
|
|
|
| 6 |
- ise-uiuc/Magicoder-Evol-Instruct-110K
|
| 7 |
library_name: transformers
|
| 8 |
pipeline_tag: text-generation
|
| 9 |
tags:
|
| 10 |
- code
|
| 11 |
model-index:
|
| 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 |
-
|
| 116 |
-
|
| 117 |
-
|
| 118 |
-
|
| 119 |
-
|
| 120 |
-
|
| 121 |
-
|
| 122 |
-
|
| 123 |
-
|
| 124 |
-
|
| 125 |
-
|
| 126 |
-
|
| 127 |
-
|
| 128 |
-
|
| 129 |
-
|
| 130 |
-
|
| 131 |
-
|
| 132 |
-
|
| 133 |
-
|
| 134 |
-
|
| 135 |
-
- task:
|
| 136 |
-
type: text-generation
|
| 137 |
-
dataset:
|
| 138 |
-
type: nuprl/MultiPL-E
|
| 139 |
-
name: MultiPL-HumanEval (Average for non-python languages)
|
| 140 |
-
metrics:
|
| 141 |
-
- name: pass@1
|
| 142 |
-
type: pass@1
|
| 143 |
-
value: 0.529
|
| 144 |
-
verified: false
|
| 145 |
-
|
| 146 |
---
|
| 147 |
<div align="center">
|
| 148 |
<img src="https://huggingface.co/wyt2000/InverseCoder-CL-7B/resolve/main/assets/logo.png" style="zoom:25%;" />
|
|
@@ -155,8 +144,7 @@ model-index:
|
|
| 155 |
InverseCoder is a series of code LLMs instruction-tuned by generating data from itself through Inverse-Instruct.
|
| 156 |
|
| 157 |
## Models
|
| 158 |
-
| | Base Model
|
| 159 |
-
| --- |
|
| 160 |
-
| 7B | [codellama/CodeLlama-7b-Python-hf](https://huggingface.co/codellama/CodeLlama-7b-Python-hf)
|
| 161 |
-
| 6.7B | [deepseek-ai/deepseek-coder-6.7b-base](https://huggingface.co/deepseek-ai/deepseek-coder-6.7b-base) | [wyt2000/InverseCoder-DS-6.7B](https://huggingface.co/wyt2000/InverseCoder-DS-6.7B) |
|
| 162 |
-
|
|
|
|
| 3 |
license_name: deepseek
|
| 4 |
license_link: LICENSE
|
| 5 |
datasets:
|
| 6 |
+
- wyt2000/InverseCoder-CL-7B-Evol-Instruct-90K
|
| 7 |
- ise-uiuc/Magicoder-Evol-Instruct-110K
|
| 8 |
library_name: transformers
|
| 9 |
pipeline_tag: text-generation
|
| 10 |
tags:
|
| 11 |
- code
|
| 12 |
model-index:
|
| 13 |
+
- name: InverseCoder-CL-7B
|
| 14 |
+
results:
|
| 15 |
+
- task:
|
| 16 |
+
type: text-generation
|
| 17 |
+
dataset:
|
| 18 |
+
type: openai_humaneval
|
| 19 |
+
name: HumanEval
|
| 20 |
+
metrics:
|
| 21 |
+
- name: pass@1
|
| 22 |
+
type: pass@1
|
| 23 |
+
value: 0.762
|
| 24 |
+
verified: false
|
| 25 |
+
- task:
|
| 26 |
+
type: text-generation
|
| 27 |
+
dataset:
|
| 28 |
+
type: openai_humaneval
|
| 29 |
+
name: HumanEval(+)
|
| 30 |
+
metrics:
|
| 31 |
+
- name: pass@1
|
| 32 |
+
type: pass@1
|
| 33 |
+
value: 0.72
|
| 34 |
+
verified: false
|
| 35 |
+
- task:
|
| 36 |
+
type: text-generation
|
| 37 |
+
dataset:
|
| 38 |
+
type: mbpp
|
| 39 |
+
name: MBPP
|
| 40 |
+
metrics:
|
| 41 |
+
- name: pass@1
|
| 42 |
+
type: pass@1
|
| 43 |
+
value: 0.706
|
| 44 |
+
verified: false
|
| 45 |
+
- task:
|
| 46 |
+
type: text-generation
|
| 47 |
+
dataset:
|
| 48 |
+
type: mbpp
|
| 49 |
+
name: MBPP(+)
|
| 50 |
+
metrics:
|
| 51 |
+
- name: pass@1
|
| 52 |
+
type: pass@1
|
| 53 |
+
value: 0.601
|
| 54 |
+
verified: false
|
| 55 |
+
- task:
|
| 56 |
+
type: text-generation
|
| 57 |
+
dataset:
|
| 58 |
+
type: ds1000
|
| 59 |
+
name: DS-1000 (Overall Completion)
|
| 60 |
+
metrics:
|
| 61 |
+
- name: pass@1
|
| 62 |
+
type: pass@1
|
| 63 |
+
value: 0.399
|
| 64 |
+
verified: false
|
| 65 |
+
- task:
|
| 66 |
+
type: text-generation
|
| 67 |
+
dataset:
|
| 68 |
+
type: nuprl/MultiPL-E
|
| 69 |
+
name: MultiPL-HumanEval (Java)
|
| 70 |
+
metrics:
|
| 71 |
+
- name: pass@1
|
| 72 |
+
type: pass@1
|
| 73 |
+
value: 0.487
|
| 74 |
+
verified: false
|
| 75 |
+
- task:
|
| 76 |
+
type: text-generation
|
| 77 |
+
dataset:
|
| 78 |
+
type: nuprl/MultiPL-E
|
| 79 |
+
name: MultiPL-HumanEval (JavaScript)
|
| 80 |
+
metrics:
|
| 81 |
+
- name: pass@1
|
| 82 |
+
type: pass@1
|
| 83 |
+
value: 0.619
|
| 84 |
+
verified: false
|
| 85 |
+
- task:
|
| 86 |
+
type: text-generation
|
| 87 |
+
dataset:
|
| 88 |
+
type: nuprl/MultiPL-E
|
| 89 |
+
name: MultiPL-HumanEval (C++)
|
| 90 |
+
metrics:
|
| 91 |
+
- name: pass@1
|
| 92 |
+
type: pass@1
|
| 93 |
+
value: 0.526
|
| 94 |
+
verified: false
|
| 95 |
+
- task:
|
| 96 |
+
type: text-generation
|
| 97 |
+
dataset:
|
| 98 |
+
type: nuprl/MultiPL-E
|
| 99 |
+
name: MultiPL-HumanEval (PHP)
|
| 100 |
+
metrics:
|
| 101 |
+
- name: pass@1
|
| 102 |
+
type: pass@1
|
| 103 |
+
value: 0.552
|
| 104 |
+
verified: false
|
| 105 |
+
- task:
|
| 106 |
+
type: text-generation
|
| 107 |
+
dataset:
|
| 108 |
+
type: nuprl/MultiPL-E
|
| 109 |
+
name: MultiPL-HumanEval (Swift)
|
| 110 |
+
metrics:
|
| 111 |
+
- name: pass@1
|
| 112 |
+
type: pass@1
|
| 113 |
+
value: 0.53
|
| 114 |
+
verified: false
|
| 115 |
+
- task:
|
| 116 |
+
type: text-generation
|
| 117 |
+
dataset:
|
| 118 |
+
type: nuprl/MultiPL-E
|
| 119 |
+
name: MultiPL-HumanEval (Rust)
|
| 120 |
+
metrics:
|
| 121 |
+
- name: pass@1
|
| 122 |
+
type: pass@1
|
| 123 |
+
value: 0.461
|
| 124 |
+
verified: false
|
| 125 |
+
- task:
|
| 126 |
+
type: text-generation
|
| 127 |
+
dataset:
|
| 128 |
+
type: nuprl/MultiPL-E
|
| 129 |
+
name: MultiPL-HumanEval (Average for non-python languages)
|
| 130 |
+
metrics:
|
| 131 |
+
- name: pass@1
|
| 132 |
+
type: pass@1
|
| 133 |
+
value: 0.529
|
| 134 |
+
verified: false
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 135 |
---
|
| 136 |
<div align="center">
|
| 137 |
<img src="https://huggingface.co/wyt2000/InverseCoder-CL-7B/resolve/main/assets/logo.png" style="zoom:25%;" />
|
|
|
|
| 144 |
InverseCoder is a series of code LLMs instruction-tuned by generating data from itself through Inverse-Instruct.
|
| 145 |
|
| 146 |
## Models
|
| 147 |
+
| | Base Model | InverseCoder | Dataset |
|
| 148 |
+
| --- | ---------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------ |
|
| 149 |
+
| 7B | [codellama/CodeLlama-7b-Python-hf](https://huggingface.co/codellama/CodeLlama-7b-Python-hf) | [wyt2000/InverseCoder-CL-7B](https://huggingface.co/wyt2000/InverseCoder-CL-7B) | [wyt2000/InverseCoder-CL-7B-Evol-Instruct-90K](https://huggingface.co/datasets/wyt2000/InverseCoder-DS-6.7B-Evol-Instruct-90K) |
|
| 150 |
+
| 6.7B | [deepseek-ai/deepseek-coder-6.7b-base](https://huggingface.co/deepseek-ai/deepseek-coder-6.7b-base) | [wyt2000/InverseCoder-DS-6.7B](https://huggingface.co/wyt2000/InverseCoder-DS-6.7B) | [wyt2000/InverseCoder-DS-6.7B-Evol-Instruct-90K](https://huggingface.co/datasets/wyt2000/InverseCoder-DS-6.7B-Evol-Instruct-90K) |
|
|
|