Update README.md
Browse files
README.md
CHANGED
@@ -1,242 +1,242 @@
|
|
1 |
-
---
|
2 |
-
pipeline_tag: text-generation
|
3 |
-
inference: false
|
4 |
-
license: apache-2.0
|
5 |
-
datasets:
|
6 |
-
- codeparrot/github-code-clean
|
7 |
-
- bigcode/starcoderdata
|
8 |
-
# - Stackexchange
|
9 |
-
# - CommonCrawl
|
10 |
-
- open-web-math/open-web-math
|
11 |
-
- math-ai/StackMathQA
|
12 |
-
# - Arxiv
|
13 |
-
# - Wikipedia
|
14 |
-
# - conceptofmind/FLAN_2022 # Original link is broken, we used IBM's filtered version | Phase 2
|
15 |
-
metrics:
|
16 |
-
- code_eval
|
17 |
-
library_name: transformers
|
18 |
-
tags:
|
19 |
-
- code
|
20 |
-
- granite
|
21 |
-
model-index:
|
22 |
-
- name: granite-20b-code-base
|
23 |
-
results:
|
24 |
-
- task:
|
25 |
-
type: text-generation
|
26 |
-
dataset:
|
27 |
-
type: mbpp
|
28 |
-
name: MBPP
|
29 |
-
metrics:
|
30 |
-
- name: pass@1
|
31 |
-
type: pass@1
|
32 |
-
value: 43.8
|
33 |
-
veriefied: false
|
34 |
-
- task:
|
35 |
-
type: text-generation
|
36 |
-
dataset:
|
37 |
-
type: evalplus/mbppplus
|
38 |
-
name: MBPP+
|
39 |
-
metrics:
|
40 |
-
- name: pass@1
|
41 |
-
type: pass@1
|
42 |
-
value: 51.6
|
43 |
-
veriefied: false
|
44 |
-
- task:
|
45 |
-
type: text-generation
|
46 |
-
dataset:
|
47 |
-
type: bigcode/humanevalpack
|
48 |
-
name: HumanEvalSynthesis(Python)
|
49 |
-
metrics:
|
50 |
-
- name: pass@1
|
51 |
-
type: pass@1
|
52 |
-
value: 48.2
|
53 |
-
veriefied: false
|
54 |
-
- task:
|
55 |
-
type: text-generation
|
56 |
-
dataset:
|
57 |
-
type: bigcode/humanevalpack
|
58 |
-
name: HumanEvalSynthesis(JavaScript)
|
59 |
-
metrics:
|
60 |
-
- name: pass@1
|
61 |
-
type: pass@1
|
62 |
-
value: 50.0
|
63 |
-
veriefied: false
|
64 |
-
- task:
|
65 |
-
type: text-generation
|
66 |
-
dataset:
|
67 |
-
type: bigcode/humanevalpack
|
68 |
-
name: HumanEvalSynthesis(Java)
|
69 |
-
metrics:
|
70 |
-
- name: pass@1
|
71 |
-
type: pass@1
|
72 |
-
value: 59.1
|
73 |
-
veriefied: false
|
74 |
-
- task:
|
75 |
-
type: text-generation
|
76 |
-
dataset:
|
77 |
-
type: bigcode/humanevalpack
|
78 |
-
name: HumanEvalSynthesis(Go)
|
79 |
-
metrics:
|
80 |
-
- name: pass@1
|
81 |
-
type: pass@1
|
82 |
-
value: 32.3
|
83 |
-
veriefied: false
|
84 |
-
- task:
|
85 |
-
type: text-generation
|
86 |
-
dataset:
|
87 |
-
type: bigcode/humanevalpack
|
88 |
-
name: HumanEvalSynthesis(C++)
|
89 |
-
metrics:
|
90 |
-
- name: pass@1
|
91 |
-
type: pass@1
|
92 |
-
value: 40.9
|
93 |
-
veriefied: false
|
94 |
-
- task:
|
95 |
-
type: text-generation
|
96 |
-
dataset:
|
97 |
-
type: bigcode/humanevalpack
|
98 |
-
name: HumanEvalSynthesis(Rust)
|
99 |
-
metrics:
|
100 |
-
- name: pass@1
|
101 |
-
type: pass@1
|
102 |
-
value: 35.4
|
103 |
-
veriefied: false
|
104 |
-
- task:
|
105 |
-
type: text-generation
|
106 |
-
dataset:
|
107 |
-
type: bigcode/humanevalpack
|
108 |
-
name: HumanEvalExplain(Python)
|
109 |
-
metrics:
|
110 |
-
- name: pass@1
|
111 |
-
type: pass@1
|
112 |
-
value: 17.1
|
113 |
-
veriefied: false
|
114 |
-
- task:
|
115 |
-
type: text-generation
|
116 |
-
dataset:
|
117 |
-
type: bigcode/humanevalpack
|
118 |
-
name: HumanEvalExplain(JavaScript)
|
119 |
-
metrics:
|
120 |
-
- name: pass@1
|
121 |
-
type: pass@1
|
122 |
-
value: 18.3
|
123 |
-
veriefied: false
|
124 |
-
- task:
|
125 |
-
type: text-generation
|
126 |
-
dataset:
|
127 |
-
type: bigcode/humanevalpack
|
128 |
-
name: HumanEvalExplain(Java)
|
129 |
-
metrics:
|
130 |
-
- name: pass@1
|
131 |
-
type: pass@1
|
132 |
-
value: 23.2
|
133 |
-
veriefied: false
|
134 |
-
- task:
|
135 |
-
type: text-generation
|
136 |
-
dataset:
|
137 |
-
type: bigcode/humanevalpack
|
138 |
-
name: HumanEvalExplain(Go)
|
139 |
-
metrics:
|
140 |
-
- name: pass@1
|
141 |
-
type: pass@1
|
142 |
-
value: 10.4
|
143 |
-
veriefied: false
|
144 |
-
- task:
|
145 |
-
type: text-generation
|
146 |
-
dataset:
|
147 |
-
type: bigcode/humanevalpack
|
148 |
-
name: HumanEvalExplain(C++)
|
149 |
-
metrics:
|
150 |
-
- name: pass@1
|
151 |
-
type: pass@1
|
152 |
-
value: 25.6
|
153 |
-
veriefied: false
|
154 |
-
- task:
|
155 |
-
type: text-generation
|
156 |
-
dataset:
|
157 |
-
type: bigcode/humanevalpack
|
158 |
-
name: HumanEvalExplain(Rust)
|
159 |
-
metrics:
|
160 |
-
- name: pass@1
|
161 |
-
type: pass@1
|
162 |
-
value: 18.3
|
163 |
-
veriefied: false
|
164 |
-
- task:
|
165 |
-
type: text-generation
|
166 |
-
dataset:
|
167 |
-
type: bigcode/humanevalpack
|
168 |
-
name: HumanEvalFix(Python)
|
169 |
-
metrics:
|
170 |
-
- name: pass@1
|
171 |
-
type: pass@1
|
172 |
-
value: 23.2
|
173 |
-
veriefied: false
|
174 |
-
- task:
|
175 |
-
type: text-generation
|
176 |
-
dataset:
|
177 |
-
type: bigcode/humanevalpack
|
178 |
-
name: HumanEvalFix(JavaScript)
|
179 |
-
metrics:
|
180 |
-
- name: pass@1
|
181 |
-
type: pass@1
|
182 |
-
value: 23.8
|
183 |
-
veriefied: false # Check
|
184 |
-
- task:
|
185 |
-
type: text-generation
|
186 |
-
dataset:
|
187 |
-
type: bigcode/humanevalpack
|
188 |
-
name: HumanEvalFix(Java)
|
189 |
-
metrics:
|
190 |
-
- name: pass@1
|
191 |
-
type: pass@1
|
192 |
-
value: 14.6
|
193 |
-
veriefied: false
|
194 |
-
- task:
|
195 |
-
type: text-generation
|
196 |
-
dataset:
|
197 |
-
type: bigcode/humanevalpack
|
198 |
-
name: HumanEvalFix(Go)
|
199 |
-
metrics:
|
200 |
-
- name: pass@1
|
201 |
-
type: pass@1
|
202 |
-
value: 26.2
|
203 |
-
veriefied: false
|
204 |
-
- task:
|
205 |
-
type: text-generation
|
206 |
-
dataset:
|
207 |
-
type: bigcode/humanevalpack
|
208 |
-
name: HumanEvalFix(C++)
|
209 |
-
metrics:
|
210 |
-
- name: pass@1
|
211 |
-
type: pass@1
|
212 |
-
value: 15.2
|
213 |
-
veriefied: false
|
214 |
-
- task:
|
215 |
-
type: text-generation
|
216 |
-
dataset:
|
217 |
-
type: bigcode/humanevalpack
|
218 |
-
name: HumanEvalFix(Rust)
|
219 |
-
metrics:
|
220 |
-
- name: pass@1
|
221 |
-
type: pass@1
|
222 |
-
value: 3.0
|
223 |
-
veriefied: false
|
224 |
-
---
|
225 |
-
|
226 |
-
![image/png](https://cdn-uploads.huggingface.co/production/uploads/62cd5057674cdb524450093d/1hzxoPwqkBJXshKVVe6_9.png)
|
227 |
-
|
228 |
-
# ibm-granite/granite-20b-code-base-GGUF
|
229 |
-
This is the Q4_K_M converted version of the original [`ibm-granite/granite-20b-code-base`](https://huggingface.co/ibm-granite/granite-20b-code-base).
|
230 |
-
Refer to the [original model card](https://huggingface.co/ibm-granite/granite-20b-code-base) for more details.
|
231 |
-
|
232 |
-
## Use with llama.cpp
|
233 |
-
```shell
|
234 |
-
git clone https://github.com/ggerganov/llama.cpp
|
235 |
-
cd llama.cpp
|
236 |
-
|
237 |
-
# install
|
238 |
-
make
|
239 |
-
|
240 |
-
# run generation
|
241 |
-
./main -m granite-20b-code-base-GGUF/granite-20b-code-base.Q4_K_M.gguf -n 128 -p "def generate_random(x: int):" --color
|
242 |
-
```
|
|
|
1 |
+
---
|
2 |
+
pipeline_tag: text-generation
|
3 |
+
inference: false
|
4 |
+
license: apache-2.0
|
5 |
+
datasets:
|
6 |
+
- codeparrot/github-code-clean
|
7 |
+
- bigcode/starcoderdata
|
8 |
+
# - Stackexchange
|
9 |
+
# - CommonCrawl
|
10 |
+
- open-web-math/open-web-math
|
11 |
+
- math-ai/StackMathQA
|
12 |
+
# - Arxiv
|
13 |
+
# - Wikipedia
|
14 |
+
# - conceptofmind/FLAN_2022 # Original link is broken, we used IBM's filtered version | Phase 2
|
15 |
+
metrics:
|
16 |
+
- code_eval
|
17 |
+
library_name: transformers
|
18 |
+
tags:
|
19 |
+
- code
|
20 |
+
- granite
|
21 |
+
model-index:
|
22 |
+
- name: granite-20b-code-base-8k
|
23 |
+
results:
|
24 |
+
- task:
|
25 |
+
type: text-generation
|
26 |
+
dataset:
|
27 |
+
type: mbpp
|
28 |
+
name: MBPP
|
29 |
+
metrics:
|
30 |
+
- name: pass@1
|
31 |
+
type: pass@1
|
32 |
+
value: 43.8
|
33 |
+
veriefied: false
|
34 |
+
- task:
|
35 |
+
type: text-generation
|
36 |
+
dataset:
|
37 |
+
type: evalplus/mbppplus
|
38 |
+
name: MBPP+
|
39 |
+
metrics:
|
40 |
+
- name: pass@1
|
41 |
+
type: pass@1
|
42 |
+
value: 51.6
|
43 |
+
veriefied: false
|
44 |
+
- task:
|
45 |
+
type: text-generation
|
46 |
+
dataset:
|
47 |
+
type: bigcode/humanevalpack
|
48 |
+
name: HumanEvalSynthesis(Python)
|
49 |
+
metrics:
|
50 |
+
- name: pass@1
|
51 |
+
type: pass@1
|
52 |
+
value: 48.2
|
53 |
+
veriefied: false
|
54 |
+
- task:
|
55 |
+
type: text-generation
|
56 |
+
dataset:
|
57 |
+
type: bigcode/humanevalpack
|
58 |
+
name: HumanEvalSynthesis(JavaScript)
|
59 |
+
metrics:
|
60 |
+
- name: pass@1
|
61 |
+
type: pass@1
|
62 |
+
value: 50.0
|
63 |
+
veriefied: false
|
64 |
+
- task:
|
65 |
+
type: text-generation
|
66 |
+
dataset:
|
67 |
+
type: bigcode/humanevalpack
|
68 |
+
name: HumanEvalSynthesis(Java)
|
69 |
+
metrics:
|
70 |
+
- name: pass@1
|
71 |
+
type: pass@1
|
72 |
+
value: 59.1
|
73 |
+
veriefied: false
|
74 |
+
- task:
|
75 |
+
type: text-generation
|
76 |
+
dataset:
|
77 |
+
type: bigcode/humanevalpack
|
78 |
+
name: HumanEvalSynthesis(Go)
|
79 |
+
metrics:
|
80 |
+
- name: pass@1
|
81 |
+
type: pass@1
|
82 |
+
value: 32.3
|
83 |
+
veriefied: false
|
84 |
+
- task:
|
85 |
+
type: text-generation
|
86 |
+
dataset:
|
87 |
+
type: bigcode/humanevalpack
|
88 |
+
name: HumanEvalSynthesis(C++)
|
89 |
+
metrics:
|
90 |
+
- name: pass@1
|
91 |
+
type: pass@1
|
92 |
+
value: 40.9
|
93 |
+
veriefied: false
|
94 |
+
- task:
|
95 |
+
type: text-generation
|
96 |
+
dataset:
|
97 |
+
type: bigcode/humanevalpack
|
98 |
+
name: HumanEvalSynthesis(Rust)
|
99 |
+
metrics:
|
100 |
+
- name: pass@1
|
101 |
+
type: pass@1
|
102 |
+
value: 35.4
|
103 |
+
veriefied: false
|
104 |
+
- task:
|
105 |
+
type: text-generation
|
106 |
+
dataset:
|
107 |
+
type: bigcode/humanevalpack
|
108 |
+
name: HumanEvalExplain(Python)
|
109 |
+
metrics:
|
110 |
+
- name: pass@1
|
111 |
+
type: pass@1
|
112 |
+
value: 17.1
|
113 |
+
veriefied: false
|
114 |
+
- task:
|
115 |
+
type: text-generation
|
116 |
+
dataset:
|
117 |
+
type: bigcode/humanevalpack
|
118 |
+
name: HumanEvalExplain(JavaScript)
|
119 |
+
metrics:
|
120 |
+
- name: pass@1
|
121 |
+
type: pass@1
|
122 |
+
value: 18.3
|
123 |
+
veriefied: false
|
124 |
+
- task:
|
125 |
+
type: text-generation
|
126 |
+
dataset:
|
127 |
+
type: bigcode/humanevalpack
|
128 |
+
name: HumanEvalExplain(Java)
|
129 |
+
metrics:
|
130 |
+
- name: pass@1
|
131 |
+
type: pass@1
|
132 |
+
value: 23.2
|
133 |
+
veriefied: false
|
134 |
+
- task:
|
135 |
+
type: text-generation
|
136 |
+
dataset:
|
137 |
+
type: bigcode/humanevalpack
|
138 |
+
name: HumanEvalExplain(Go)
|
139 |
+
metrics:
|
140 |
+
- name: pass@1
|
141 |
+
type: pass@1
|
142 |
+
value: 10.4
|
143 |
+
veriefied: false
|
144 |
+
- task:
|
145 |
+
type: text-generation
|
146 |
+
dataset:
|
147 |
+
type: bigcode/humanevalpack
|
148 |
+
name: HumanEvalExplain(C++)
|
149 |
+
metrics:
|
150 |
+
- name: pass@1
|
151 |
+
type: pass@1
|
152 |
+
value: 25.6
|
153 |
+
veriefied: false
|
154 |
+
- task:
|
155 |
+
type: text-generation
|
156 |
+
dataset:
|
157 |
+
type: bigcode/humanevalpack
|
158 |
+
name: HumanEvalExplain(Rust)
|
159 |
+
metrics:
|
160 |
+
- name: pass@1
|
161 |
+
type: pass@1
|
162 |
+
value: 18.3
|
163 |
+
veriefied: false
|
164 |
+
- task:
|
165 |
+
type: text-generation
|
166 |
+
dataset:
|
167 |
+
type: bigcode/humanevalpack
|
168 |
+
name: HumanEvalFix(Python)
|
169 |
+
metrics:
|
170 |
+
- name: pass@1
|
171 |
+
type: pass@1
|
172 |
+
value: 23.2
|
173 |
+
veriefied: false
|
174 |
+
- task:
|
175 |
+
type: text-generation
|
176 |
+
dataset:
|
177 |
+
type: bigcode/humanevalpack
|
178 |
+
name: HumanEvalFix(JavaScript)
|
179 |
+
metrics:
|
180 |
+
- name: pass@1
|
181 |
+
type: pass@1
|
182 |
+
value: 23.8
|
183 |
+
veriefied: false # Check
|
184 |
+
- task:
|
185 |
+
type: text-generation
|
186 |
+
dataset:
|
187 |
+
type: bigcode/humanevalpack
|
188 |
+
name: HumanEvalFix(Java)
|
189 |
+
metrics:
|
190 |
+
- name: pass@1
|
191 |
+
type: pass@1
|
192 |
+
value: 14.6
|
193 |
+
veriefied: false
|
194 |
+
- task:
|
195 |
+
type: text-generation
|
196 |
+
dataset:
|
197 |
+
type: bigcode/humanevalpack
|
198 |
+
name: HumanEvalFix(Go)
|
199 |
+
metrics:
|
200 |
+
- name: pass@1
|
201 |
+
type: pass@1
|
202 |
+
value: 26.2
|
203 |
+
veriefied: false
|
204 |
+
- task:
|
205 |
+
type: text-generation
|
206 |
+
dataset:
|
207 |
+
type: bigcode/humanevalpack
|
208 |
+
name: HumanEvalFix(C++)
|
209 |
+
metrics:
|
210 |
+
- name: pass@1
|
211 |
+
type: pass@1
|
212 |
+
value: 15.2
|
213 |
+
veriefied: false
|
214 |
+
- task:
|
215 |
+
type: text-generation
|
216 |
+
dataset:
|
217 |
+
type: bigcode/humanevalpack
|
218 |
+
name: HumanEvalFix(Rust)
|
219 |
+
metrics:
|
220 |
+
- name: pass@1
|
221 |
+
type: pass@1
|
222 |
+
value: 3.0
|
223 |
+
veriefied: false
|
224 |
+
---
|
225 |
+
|
226 |
+
![image/png](https://cdn-uploads.huggingface.co/production/uploads/62cd5057674cdb524450093d/1hzxoPwqkBJXshKVVe6_9.png)
|
227 |
+
|
228 |
+
# ibm-granite/granite-20b-code-base-8k-GGUF
|
229 |
+
This is the Q4_K_M converted version of the original [`ibm-granite/granite-20b-code-base-8k`](https://huggingface.co/ibm-granite/granite-20b-code-base-8k).
|
230 |
+
Refer to the [original model card](https://huggingface.co/ibm-granite/granite-20b-code-base-8k) for more details.
|
231 |
+
|
232 |
+
## Use with llama.cpp
|
233 |
+
```shell
|
234 |
+
git clone https://github.com/ggerganov/llama.cpp
|
235 |
+
cd llama.cpp
|
236 |
+
|
237 |
+
# install
|
238 |
+
make
|
239 |
+
|
240 |
+
# run generation
|
241 |
+
./main -m granite-20b-code-base-8k-GGUF/granite-20b-code-base.Q4_K_M.gguf -n 128 -p "def generate_random(x: int):" --color
|
242 |
+
```
|