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1
- ---
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- pipeline_tag: text-generation
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- base_model: ibm-granite/granite-3b-code-base
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- inference: false
5
- license: apache-2.0
6
- datasets:
7
- - bigcode/commitpackft
8
- - TIGER-Lab/MathInstruct
9
- - meta-math/MetaMathQA
10
- - glaiveai/glaive-code-assistant-v3
11
- - glaive-function-calling-v2
12
- - bugdaryan/sql-create-context-instruction
13
- - garage-bAInd/Open-Platypus
14
- - nvidia/HelpSteer
15
- metrics:
16
- - code_eval
17
- library_name: transformers
18
- tags:
19
- - code
20
- - granite
21
- model-index:
22
- - name: granite-3b-code-instruct
23
- results:
24
- - task:
25
- type: text-generation
26
- dataset:
27
- type: bigcode/humanevalpack
28
- name: HumanEvalSynthesis(Python)
29
- metrics:
30
- - name: pass@1
31
- type: pass@1
32
- value: 51.2
33
- veriefied: false
34
- - task:
35
- type: text-generation
36
- dataset:
37
- type: bigcode/humanevalpack
38
- name: HumanEvalSynthesis(JavaScript)
39
- metrics:
40
- - name: pass@1
41
- type: pass@1
42
- value: 43.9
43
- veriefied: false
44
- - task:
45
- type: text-generation
46
- dataset:
47
- type: bigcode/humanevalpack
48
- name: HumanEvalSynthesis(Java)
49
- metrics:
50
- - name: pass@1
51
- type: pass@1
52
- value: 41.5
53
- veriefied: false
54
- - task:
55
- type: text-generation
56
- dataset:
57
- type: bigcode/humanevalpack
58
- name: HumanEvalSynthesis(Go)
59
- metrics:
60
- - name: pass@1
61
- type: pass@1
62
- value: 31.7
63
- veriefied: false
64
- - task:
65
- type: text-generation
66
- dataset:
67
- type: bigcode/humanevalpack
68
- name: HumanEvalSynthesis(C++)
69
- metrics:
70
- - name: pass@1
71
- type: pass@1
72
- value: 40.2
73
- veriefied: false
74
- - task:
75
- type: text-generation
76
- dataset:
77
- type: bigcode/humanevalpack
78
- name: HumanEvalSynthesis(Rust)
79
- metrics:
80
- - name: pass@1
81
- type: pass@1
82
- value: 29.3
83
- veriefied: false
84
- - task:
85
- type: text-generation
86
- dataset:
87
- type: bigcode/humanevalpack
88
- name: HumanEvalExplain(Python)
89
- metrics:
90
- - name: pass@1
91
- type: pass@1
92
- value: 39.6
93
- veriefied: false
94
- - task:
95
- type: text-generation
96
- dataset:
97
- type: bigcode/humanevalpack
98
- name: HumanEvalExplain(JavaScript)
99
- metrics:
100
- - name: pass@1
101
- type: pass@1
102
- value: 26.8
103
- veriefied: false
104
- - task:
105
- type: text-generation
106
- dataset:
107
- type: bigcode/humanevalpack
108
- name: HumanEvalExplain(Java)
109
- metrics:
110
- - name: pass@1
111
- type: pass@1
112
- value: 39.0
113
- veriefied: false
114
- - task:
115
- type: text-generation
116
- dataset:
117
- type: bigcode/humanevalpack
118
- name: HumanEvalExplain(Go)
119
- metrics:
120
- - name: pass@1
121
- type: pass@1
122
- value: 14.0
123
- veriefied: false
124
- - task:
125
- type: text-generation
126
- dataset:
127
- type: bigcode/humanevalpack
128
- name: HumanEvalExplain(C++)
129
- metrics:
130
- - name: pass@1
131
- type: pass@1
132
- value: 23.8
133
- veriefied: false
134
- - task:
135
- type: text-generation
136
- dataset:
137
- type: bigcode/humanevalpack
138
- name: HumanEvalExplain(Rust)
139
- metrics:
140
- - name: pass@1
141
- type: pass@1
142
- value: 12.8
143
- veriefied: false
144
- - task:
145
- type: text-generation
146
- dataset:
147
- type: bigcode/humanevalpack
148
- name: HumanEvalFix(Python)
149
- metrics:
150
- - name: pass@1
151
- type: pass@1
152
- value: 26.8
153
- veriefied: false
154
- - task:
155
- type: text-generation
156
- dataset:
157
- type: bigcode/humanevalpack
158
- name: HumanEvalFix(JavaScript)
159
- metrics:
160
- - name: pass@1
161
- type: pass@1
162
- value: 28.0
163
- veriefied: false
164
- - task:
165
- type: text-generation
166
- dataset:
167
- type: bigcode/humanevalpack
168
- name: HumanEvalFix(Java)
169
- metrics:
170
- - name: pass@1
171
- type: pass@1
172
- value: 33.5
173
- veriefied: false
174
- - task:
175
- type: text-generation
176
- dataset:
177
- type: bigcode/humanevalpack
178
- name: HumanEvalFix(Go)
179
- metrics:
180
- - name: pass@1
181
- type: pass@1
182
- value: 27.4
183
- veriefied: false
184
- - task:
185
- type: text-generation
186
- dataset:
187
- type: bigcode/humanevalpack
188
- name: HumanEvalFix(C++)
189
- metrics:
190
- - name: pass@1
191
- type: pass@1
192
- value: 31.7
193
- veriefied: false
194
- - task:
195
- type: text-generation
196
- dataset:
197
- type: bigcode/humanevalpack
198
- name: HumanEvalFix(Rust)
199
- metrics:
200
- - name: pass@1
201
- type: pass@1
202
- value: 16.5
203
- veriefied: false
204
- ---
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-
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- ![image/png](https://cdn-uploads.huggingface.co/production/uploads/62cd5057674cdb524450093d/1hzxoPwqkBJXshKVVe6_9.png)
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-
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- # ibm-granite/granite-3b-code-instruct-GGUF
209
- This is the Q4_K_M converted version of the original [`ibm-granite/granite-3b-code-instruct`](https://huggingface.co/ibm-granite/granite-3b-code-instruct).
210
- Refer to the [original model card](https://huggingface.co/ibm-granite/granite-3b-code-instruct) for more details.
211
-
212
- ## Use with llama.cpp
213
- ```shell
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- git clone https://github.com/ggerganov/llama.cpp
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- cd llama.cpp
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-
217
- # install
218
- make
219
-
220
- # run generation
221
- ./main -m granite-3b-code-instruct-GGUF/granite-3b-code-instruct.Q4_K_M.gguf -n 128 -p "def generate_random(x: int):" --color
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- ```
 
1
+ ---
2
+ pipeline_tag: text-generation
3
+ base_model: ibm-granite/granite-3b-code-base-2k
4
+ inference: false
5
+ license: apache-2.0
6
+ datasets:
7
+ - bigcode/commitpackft
8
+ - TIGER-Lab/MathInstruct
9
+ - meta-math/MetaMathQA
10
+ - glaiveai/glaive-code-assistant-v3
11
+ - glaive-function-calling-v2
12
+ - bugdaryan/sql-create-context-instruction
13
+ - garage-bAInd/Open-Platypus
14
+ - nvidia/HelpSteer
15
+ metrics:
16
+ - code_eval
17
+ library_name: transformers
18
+ tags:
19
+ - code
20
+ - granite
21
+ model-index:
22
+ - name: granite-3b-code-instruct-2k
23
+ results:
24
+ - task:
25
+ type: text-generation
26
+ dataset:
27
+ type: bigcode/humanevalpack
28
+ name: HumanEvalSynthesis(Python)
29
+ metrics:
30
+ - name: pass@1
31
+ type: pass@1
32
+ value: 51.2
33
+ veriefied: false
34
+ - task:
35
+ type: text-generation
36
+ dataset:
37
+ type: bigcode/humanevalpack
38
+ name: HumanEvalSynthesis(JavaScript)
39
+ metrics:
40
+ - name: pass@1
41
+ type: pass@1
42
+ value: 43.9
43
+ veriefied: false
44
+ - task:
45
+ type: text-generation
46
+ dataset:
47
+ type: bigcode/humanevalpack
48
+ name: HumanEvalSynthesis(Java)
49
+ metrics:
50
+ - name: pass@1
51
+ type: pass@1
52
+ value: 41.5
53
+ veriefied: false
54
+ - task:
55
+ type: text-generation
56
+ dataset:
57
+ type: bigcode/humanevalpack
58
+ name: HumanEvalSynthesis(Go)
59
+ metrics:
60
+ - name: pass@1
61
+ type: pass@1
62
+ value: 31.7
63
+ veriefied: false
64
+ - task:
65
+ type: text-generation
66
+ dataset:
67
+ type: bigcode/humanevalpack
68
+ name: HumanEvalSynthesis(C++)
69
+ metrics:
70
+ - name: pass@1
71
+ type: pass@1
72
+ value: 40.2
73
+ veriefied: false
74
+ - task:
75
+ type: text-generation
76
+ dataset:
77
+ type: bigcode/humanevalpack
78
+ name: HumanEvalSynthesis(Rust)
79
+ metrics:
80
+ - name: pass@1
81
+ type: pass@1
82
+ value: 29.3
83
+ veriefied: false
84
+ - task:
85
+ type: text-generation
86
+ dataset:
87
+ type: bigcode/humanevalpack
88
+ name: HumanEvalExplain(Python)
89
+ metrics:
90
+ - name: pass@1
91
+ type: pass@1
92
+ value: 39.6
93
+ veriefied: false
94
+ - task:
95
+ type: text-generation
96
+ dataset:
97
+ type: bigcode/humanevalpack
98
+ name: HumanEvalExplain(JavaScript)
99
+ metrics:
100
+ - name: pass@1
101
+ type: pass@1
102
+ value: 26.8
103
+ veriefied: false
104
+ - task:
105
+ type: text-generation
106
+ dataset:
107
+ type: bigcode/humanevalpack
108
+ name: HumanEvalExplain(Java)
109
+ metrics:
110
+ - name: pass@1
111
+ type: pass@1
112
+ value: 39.0
113
+ veriefied: false
114
+ - task:
115
+ type: text-generation
116
+ dataset:
117
+ type: bigcode/humanevalpack
118
+ name: HumanEvalExplain(Go)
119
+ metrics:
120
+ - name: pass@1
121
+ type: pass@1
122
+ value: 14.0
123
+ veriefied: false
124
+ - task:
125
+ type: text-generation
126
+ dataset:
127
+ type: bigcode/humanevalpack
128
+ name: HumanEvalExplain(C++)
129
+ metrics:
130
+ - name: pass@1
131
+ type: pass@1
132
+ value: 23.8
133
+ veriefied: false
134
+ - task:
135
+ type: text-generation
136
+ dataset:
137
+ type: bigcode/humanevalpack
138
+ name: HumanEvalExplain(Rust)
139
+ metrics:
140
+ - name: pass@1
141
+ type: pass@1
142
+ value: 12.8
143
+ veriefied: false
144
+ - task:
145
+ type: text-generation
146
+ dataset:
147
+ type: bigcode/humanevalpack
148
+ name: HumanEvalFix(Python)
149
+ metrics:
150
+ - name: pass@1
151
+ type: pass@1
152
+ value: 26.8
153
+ veriefied: false
154
+ - task:
155
+ type: text-generation
156
+ dataset:
157
+ type: bigcode/humanevalpack
158
+ name: HumanEvalFix(JavaScript)
159
+ metrics:
160
+ - name: pass@1
161
+ type: pass@1
162
+ value: 28.0
163
+ veriefied: false
164
+ - task:
165
+ type: text-generation
166
+ dataset:
167
+ type: bigcode/humanevalpack
168
+ name: HumanEvalFix(Java)
169
+ metrics:
170
+ - name: pass@1
171
+ type: pass@1
172
+ value: 33.5
173
+ veriefied: false
174
+ - task:
175
+ type: text-generation
176
+ dataset:
177
+ type: bigcode/humanevalpack
178
+ name: HumanEvalFix(Go)
179
+ metrics:
180
+ - name: pass@1
181
+ type: pass@1
182
+ value: 27.4
183
+ veriefied: false
184
+ - task:
185
+ type: text-generation
186
+ dataset:
187
+ type: bigcode/humanevalpack
188
+ name: HumanEvalFix(C++)
189
+ metrics:
190
+ - name: pass@1
191
+ type: pass@1
192
+ value: 31.7
193
+ veriefied: false
194
+ - task:
195
+ type: text-generation
196
+ dataset:
197
+ type: bigcode/humanevalpack
198
+ name: HumanEvalFix(Rust)
199
+ metrics:
200
+ - name: pass@1
201
+ type: pass@1
202
+ value: 16.5
203
+ veriefied: false
204
+ ---
205
+
206
+ ![image/png](https://cdn-uploads.huggingface.co/production/uploads/62cd5057674cdb524450093d/1hzxoPwqkBJXshKVVe6_9.png)
207
+
208
+ # ibm-granite/granite-3b-code-instruct-2k-GGUF
209
+ This is the Q4_K_M converted version of the original [`ibm-granite/granite-3b-code-instruct-2k`](https://huggingface.co/ibm-granite/granite-3b-code-instruct-2k).
210
+ Refer to the [original model card](https://huggingface.co/ibm-granite/granite-3b-code-instruct-2k) for more details.
211
+
212
+ ## Use with llama.cpp
213
+ ```shell
214
+ git clone https://github.com/ggerganov/llama.cpp
215
+ cd llama.cpp
216
+
217
+ # install
218
+ make
219
+
220
+ # run generation
221
+ ./main -m granite-3b-code-instruct-2k-GGUF/granite-3b-code-instruct.Q4_K_M.gguf -n 128 -p "def generate_random(x: int):" --color
222
+ ```