Hugging Face's logo

ibm-granite
/
granite-4.0-h-micro

Text Generation
Transformers
Safetensors
granitemoehybrid
language
granite-4.0
conversational
Model card Files
xet
Community
2
ranarag commited on
Commit
7e9213d
·
verified ·
1 Parent(s): 915fdfb

model card update

Browse files
Files changed (2) hide show
  1. README.md +288 -125
  2. model.sig +1 -1
README.md CHANGED
@@ -33,6 +33,7 @@ The model is designed to respond to general instructions and can be used to buil
33
  * Code related tasks
34
  * Function-calling tasks
35
  * Multilingual dialog use cases
 
36
 
37
  <!-- <todo>Need to test the examples. (especially the tool calling and RAG ones)</todo>
38
  -->
@@ -149,140 +150,302 @@ For each tool call, return a json object with function name and arguments within
149
  *Coming soon* -->
150
 
151
  **Evaluation Results:**
152
- *Coming soon*
153
 
154
- <!-- <table>
155
- <caption><b>HuggingFace Open LLM Leaderboard V1</b></caption>
156
  <thead>
157
  <tr>
158
- <th style="text-align:left; background-color: #001d6c; color: white;">Models</th>
159
- <th style="text-align:center; background-color: #001d6c; color: white;">ARC-Challenge</th>
160
- <th style="text-align:center; background-color: #001d6c; color: white;">Hellaswag</th>
161
- <th style="text-align:center; background-color: #001d6c; color: white;">MMLU</th>
162
- <th style="text-align:center; background-color: #001d6c; color: white;">TruthfulQA</th>
163
- <th style="text-align:center; background-color: #001d6c; color: white;">Winogrande</th>
164
- <th style="text-align:center; background-color: #001d6c; color: white;">GSM8K</th>
165
- <th style="text-align:center; background-color: #001d6c; color: white;">DROP</th>
166
- <th style="text-align:center; background-color: #001d6c; color: white;">NQ</th>
167
- <th style="text-align:center; background-color: #001d6c; color: white;">AGIEval</th>
168
- <th style="text-align:center; background-color: #001d6c; color: white;">TriviaQA</th>
169
- <th style="text-align:center; background-color: #001d6c; color: white;">Avg</th>
170
- </tr></thead>
171
- <tbody>
172
- <tr>
173
- <td style="text-align:left; background-color: #DAE8FF; color: #2D2D2D;">Granite-4.0-H-Micro</td>
174
- <td style="text-align:center; background-color: #DAE8FF; color: #2D2D2D;"></td>
175
- <td style="text-align:center; background-color: #DAE8FF; color: #2D2D2D;"></td>
176
- <td style="text-align:center; background-color: #DAE8FF; color: #2D2D2D;"></td>
177
- <td style="text-align:center; background-color: #DAE8FF; color: #2D2D2D;"></td>
178
- <td style="text-align:center; background-color: #DAE8FF; color: #2D2D2D;"></td>
179
- <td style="text-align:center; background-color: #DAE8FF; color: #2D2D2D;"></td>
180
- <td style="text-align:center; background-color: #DAE8FF; color: #2D2D2D;"></td>
181
- <td style="text-align:center; background-color: #DAE8FF; color: #2D2D2D;"></td>
182
- <td style="text-align:center; background-color: #DAE8FF; color: #2D2D2D;"></td>
183
- <td style="text-align:center; background-color: #DAE8FF; color: #2D2D2D;"></td>
184
- <td style="text-align:center; background-color: #DAE8FF; color: #2D2D2D;"></td>
185
- </tr>
186
- <tr>
187
- <td style="text-align:left; background-color: #FFFFFF; color: #2D2D2D;">Granite-4.0-Hybrid-Micro</td>
188
- <td style="text-align:center; background-color: #FFFFFF; color: #2D2D2D;"></td>
189
- <td style="text-align:center; background-color: #FFFFFF; color: #2D2D2D;"></td>
190
- <td style="text-align:center; background-color: #FFFFFF; color: #2D2D2D;"></td>
191
- <td style="text-align:center; background-color: #FFFFFF; color: #2D2D2D;"></td>
192
- <td style="text-align:center; background-color: #FFFFFF; color: #2D2D2D;"></td>
193
- <td style="text-align:center; background-color: #FFFFFF; color: #2D2D2D;"></td>
194
- <td style="text-align:center; background-color: #FFFFFF; color: #2D2D2D;"></td>
195
- <td style="text-align:center; background-color: #FFFFFF; color: #2D2D2D;"></td>
196
- <td style="text-align:center; background-color: #FFFFFF; color: #2D2D2D;"></td>
197
- <td style="text-align:center; background-color: #FFFFFF; color: #2D2D2D;"></td>
198
- <td style="text-align:center; background-color: #FFFFFF; color: #2D2D2D;"></td>
199
- </tr>
200
- <tr>
201
- <td style="text-align:left; background-color: #FFFFFF; color: #2D2D2D;">Granite-4.0-Hybrid-Tiny</td>
202
- <td style="text-align:center; background-color: #FFFFFF; color: #2D2D2D;"></td>
203
- <td style="text-align:center; background-color: #FFFFFF; color: #2D2D2D;"></td>
204
- <td style="text-align:center; background-color: #FFFFFF; color: #2D2D2D;"></td>
205
- <td style="text-align:center; background-color: #FFFFFF; color: #2D2D2D;"></td>
206
- <td style="text-align:center; background-color: #FFFFFF; color: #2D2D2D;"></td>
207
- <td style="text-align:center; background-color: #FFFFFF; color: #2D2D2D;"></td>
208
- <td style="text-align:center; background-color: #FFFFFF; color: #2D2D2D;"></td>
209
- <td style="text-align:center; background-color: #FFFFFF; color: #2D2D2D;"></td>
210
- <td style="text-align:center; background-color: #FFFFFF; color: #2D2D2D;"></td>
211
- <td style="text-align:center; background-color: #FFFFFF; color: #2D2D2D;"></td>
212
- <td style="text-align:center; background-color: #FFFFFF; color: #2D2D2D;"></td>
213
- </tr>
214
-
215
- <tr>
216
- <td style="text-align:left; background-color: #FFFFFF; color: #2D2D2D;">Granite-4.0-Hybrid-Small</td>
217
- <td style="text-align:center; background-color: #FFFFFF; color: #2D2D2D;"></td>
218
- <td style="text-align:center; background-color: #FFFFFF; color: #2D2D2D;"></td>
219
- <td style="text-align:center; background-color: #FFFFFF; color: #2D2D2D;"></td>
220
- <td style="text-align:center; background-color: #FFFFFF; color: #2D2D2D;"></td>
221
- <td style="text-align:center; background-color: #FFFFFF; color: #2D2D2D;"></td>
222
- <td style="text-align:center; background-color: #FFFFFF; color: #2D2D2D;"></td>
223
- <td style="text-align:center; background-color: #FFFFFF; color: #2D2D2D;"></td>
224
- <td style="text-align:center; background-color: #FFFFFF; color: #2D2D2D;"></td>
225
- <td style="text-align:center; background-color: #FFFFFF; color: #2D2D2D;"></td>
226
- <td style="text-align:center; background-color: #FFFFFF; color: #2D2D2D;"></td>
227
- <td style="text-align:center; background-color: #FFFFFF; color: #2D2D2D;"></td>
228
  </tr>
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
229
  </tbody></table>
230
 
 
231
  <table>
232
- <caption><b>HuggingFace Open LLM Leaderboard V2</b></caption>
233
- <thead>
234
- <tr>
235
- <th style="text-align:left; background-color: #001d6c; color: white;">Models</th>
236
- <th style="text-align:center; background-color: #001d6c; color: white;">IFEval</th>
237
- <th style="text-align:center; background-color: #001d6c; color: white;">BBH</th>
238
- <th style="text-align:center; background-color: #001d6c; color: white;">MATH Lvl 5</th>
239
- <th style="text-align:center; background-color: #001d6c; color: white;">GPQA</th>
240
- <th style="text-align:center; background-color: #001d6c; color: white;">MUSR</th>
241
- <th style="text-align:center; background-color: #001d6c; color: white;">MMLU-Pro</th>
242
- <th style="text-align:center; background-color: #001d6c; color: white;">Avg</th>
243
- </tr></thead>
244
- <tbody>
245
- <tr>
246
- <td style="text-align:left; background-color: #DAE8FF; color: black;">Granite-4.0-H-Micro</td>
247
- <td style="text-align:center; background-color: #DAE8FF; color: black;"></td>
248
- <td style="text-align:center; background-color: #DAE8FF; color: black;"></td>
249
- <td style="text-align:center; background-color: #DAE8FF; color: black;"></td>
250
- <td style="text-align:center; background-color: #DAE8FF; color: black;"></td>
251
- <td style="text-align:center; background-color: #DAE8FF; color: black;"></td>
252
- <td style="text-align:center; background-color: #DAE8FF; color: black;"></td>
253
- <td style="text-align:center; background-color: #DAE8FF; color: black;"></td>
254
- </tr>
255
- <tr>
256
- <td style="text-align:left; background-color: #FFFFFF; color: #2D2D2D;">Granite-4.0-Hybrid-Micro</td>
257
- <td style="text-align:center; background-color: #FFFFFF; color: #2D2D2D;"></td>
258
- <td style="text-align:center; background-color: #FFFFFF; color: #2D2D2D;"></td>
259
- <td style="text-align:center; background-color: #FFFFFF; color: #2D2D2D;"></td>
260
- <td style="text-align:center; background-color: #FFFFFF; color: #2D2D2D;"></td>
261
- <td style="text-align:center; background-color: #FFFFFF; color: #2D2D2D;"></td>
262
- <td style="text-align:center; background-color: #FFFFFF; color: #2D2D2D;"></td>
263
- <td style="text-align:center; background-color: #FFFFFF; color: #2D2D2D;"></td>
264
- </tr>
265
- <tr>
266
- <td style="text-align:left; background-color: #FFFFFF; color: #2D2D2D;">Granite-4.0-Hybrid-Tiny</td>
267
- <td style="text-align:center; background-color: #FFFFFF; color: #2D2D2D;"></td>
268
- <td style="text-align:center; background-color: #FFFFFF; color: #2D2D2D;"></td>
269
- <td style="text-align:center; background-color: #FFFFFF; color: #2D2D2D;"></td>
270
- <td style="text-align:center; background-color: #FFFFFF; color: #2D2D2D;"></td>
271
- <td style="text-align:center; background-color: #FFFFFF; color: #2D2D2D;"></td>
272
- <td style="text-align:center; background-color: #FFFFFF; color: #2D2D2D;"></td>
273
- <td style="text-align:center; background-color: #FFFFFF; color: #2D2D2D;"></td>
274
- </tr>
275
  <tr>
276
- <td style="text-align:left; background-color: #FFFFFF; color: #2D2D2D;">Granite-4.0-Hybrid-Small</td>
277
- <td style="text-align:center; background-color: #FFFFFF; color: #2D2D2D;"></td>
278
- <td style="text-align:center; background-color: #FFFFFF; color: #2D2D2D;"></td>
279
- <td style="text-align:center; background-color: #FFFFFF; color: #2D2D2D;"></td>
280
- <td style="text-align:center; background-color: #FFFFFF; color: #2D2D2D;"></td>
281
- <td style="text-align:center; background-color: #FFFFFF; color: #2D2D2D;"></td>
282
- <td style="text-align:center; background-color: #FFFFFF; color: #2D2D2D;"></td>
283
- <td style="text-align:center; background-color: #FFFFFF; color: #2D2D2D;"></td>
284
  </tr>
285
- </tbody></table> -->
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
286
 
287
  **Model Architecture:**
288
  Granite-4.0-H-Micro baseline is built on a decoder-only dense transformer architecture. Core components of this architecture are: GQA, Mamba2, MLP with SwiGLU, RMSNorm, and shared input/output embeddings.
 
33
  * Code related tasks
34
  * Function-calling tasks
35
  * Multilingual dialog use cases
36
+ * Fill-In-the-Middle (FIM) code completions
37
 
38
  <!-- <todo>Need to test the examples. (especially the tool calling and RAG ones)</todo>
39
  -->
 
150
  *Coming soon* -->
151
 
152
  **Evaluation Results:**
 
153
 
154
+ <table>
155
+ <!-- <caption><b> All Results</b></caption> -->
156
  <thead>
157
  <tr>
158
+ <th style="text-align:left; background-color: #001d6c; color: white;">Benchmarks</th>
159
+ <th style="text-align:left; background-color: #001d6c; color: white;">Metric</th>
160
+ <th style="text-align:center; background-color: #001d6c; color: white;">Micro Dense</th>
161
+ <th style="text-align:center; background-color: #001d6c; color: white;">H Micro Dense</th>
162
+ <th style="text-align:center; background-color: #001d6c; color: white;">H Tiny MoE</th>
163
+ <th style="text-align:center; background-color: #001d6c; color: white;">H Small MoE</th>
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
164
  </tr>
165
+ </thead>
166
+ <tbody>
167
+ <tr>
168
+ <td colspan="6" style="text-align:center; background-color: #FFFFFF; color: #2D2D2D; font-style:italic;">
169
+ General Tasks
170
+ </td>
171
+ </tr>
172
+ <tr>
173
+ <td style="text-align:left; background-color: #FFFFFF; color: #2D2D2D;">MMLU</td>
174
+ <td style="text-align:left; background-color: #FFFFFF; color: #2D2D2D;">5-shot</td>
175
+ <td style="text-align:right; background-color: #FFFFFF; color: #2D2D2D;">65.98</td>
176
+ <td style="text-align:right; background-color: #DAE8FF; color: #2D2D2D;">67.43</td>
177
+ <td style="text-align:right; background-color: #FFFFFF; color: #2D2D2D;">68.65</td>
178
+ <td style="text-align:right; background-color: #FFFFFF; color: #2D2D2D;">78.44</td>
179
+ </tr>
180
+ <tr>
181
+ <td style="text-align:left; background-color: #FFFFFF; color: #2D2D2D;">MMLU-Pro</td>
182
+ <td style="text-align:left; background-color: #FFFFFF; color: #2D2D2D;">5-shot, CoT</td>
183
+ <td style="text-align:right; background-color: #FFFFFF; color: #2D2D2D;">44.5</td>
184
+ <td style="text-align:right; background-color: #DAE8FF; color: #2D2D2D;">43.48</td>
185
+ <td style="text-align:right; background-color: #FFFFFF; color: #2D2D2D;">44.94</td>
186
+ <td style="text-align:right; background-color: #FFFFFF; color: #2D2D2D;">55.47</td>
187
+ </tr>
188
+ <tr>
189
+ <td style="text-align:left; background-color: #FFFFFF; color: #2D2D2D;">BBH</td>
190
+ <td style="text-align:left; background-color: #FFFFFF; color: #2D2D2D;">3-shot, CoT</td>
191
+ <td style="text-align:right; background-color: #FFFFFF; color: #2D2D2D;">72.48</td>
192
+ <td style="text-align:right; background-color: #DAE8FF; color: #2D2D2D;">69.36</td>
193
+ <td style="text-align:right; background-color: #FFFFFF; color: #2D2D2D;">66.34</td>
194
+ <td style="text-align:right; background-color: #FFFFFF; color: #2D2D2D;">81.62</td>
195
+ </tr>
196
+ <tr>
197
+ <td style="text-align:left; background-color: #FFFFFF; color: #2D2D2D;">AGI EVAL</td>
198
+ <td style="text-align:left; background-color: #FFFFFF; color: #2D2D2D;">0-shot, CoT</td>
199
+ <td style="text-align:right; background-color: #FFFFFF; color: #2D2D2D;">64.29</td>
200
+ <td style="text-align:right; background-color: #DAE8FF; color: #2D2D2D;">59</td>
201
+ <td style="text-align:right; background-color: #FFFFFF; color: #2D2D2D;">62.15</td>
202
+ <td style="text-align:right; background-color: #FFFFFF; color: #2D2D2D;">70.63</td>
203
+ </tr>
204
+ <tr>
205
+ <td style="text-align:left; background-color: #FFFFFF; color: #2D2D2D;">GPQA</td>
206
+ <td style="text-align:left; background-color: #FFFFFF; color: #2D2D2D;">0-shot, CoT</td>
207
+ <td style="text-align:right; background-color: #FFFFFF; color: #2D2D2D;">30.14</td>
208
+ <td style="text-align:right; background-color: #DAE8FF; color: #2D2D2D;">32.15</td>
209
+ <td style="text-align:right; background-color: #FFFFFF; color: #2D2D2D;">32.59</td>
210
+ <td style="text-align:right; background-color: #FFFFFF; color: #2D2D2D;">40.63</td>
211
+ </tr>
212
+ <tr>
213
+ <td colspan="6" style="text-align:center; background-color: #FFFFFF; color: #2D2D2D; font-style:italic;">
214
+ Alignment Tasks
215
+ </td>
216
+ </tr>
217
+ <tr>
218
+ <td style="text-align:left; background-color: #FFFFFF; color: #2D2D2D;">AlpacaEval 2.0</td>
219
+ <td style="text-align:right; background-color: #FFFFFF; color: #2D2D2D;"></td>
220
+ <td style="text-align:right; background-color: #FFFFFF; color: #2D2D2D;">29.49</td>
221
+ <td style="text-align:right; background-color: #DAE8FF; color: #2D2D2D;">31.49</td>
222
+ <td style="text-align:right; background-color: #FFFFFF; color: #2D2D2D;">30.61</td>
223
+ <td style="text-align:right; background-color: #FFFFFF; color: #2D2D2D;">42.48</td>
224
+ </tr>
225
+ <tr>
226
+ <td style="text-align:left; background-color: #FFFFFF; color: #2D2D2D;">IFEval</td>
227
+ <td style="text-align:left; background-color: #FFFFFF; color: #2D2D2D;">Instruct, Strict</td>
228
+ <td style="text-align:right; background-color: #FFFFFF; color: #2D2D2D;">85.5</td>
229
+ <td style="text-align:right; background-color: #DAE8FF; color: #2D2D2D;">86.94</td>
230
+ <td style="text-align:right; background-color: #FFFFFF; color: #2D2D2D;">84.78</td>
231
+ <td style="text-align:right; background-color: #FFFFFF; color: #2D2D2D;">89.87</td>
232
+ </tr>
233
+ <tr>
234
+ <td style="text-align:left; background-color: #FFFFFF; color: #2D2D2D;">IFEval</td>
235
+ <td style="text-align:left; background-color: #FFFFFF; color: #2D2D2D;">Prompt, Strict</td>
236
+ <td style="text-align:right; background-color: #FFFFFF; color: #2D2D2D;">79.12</td>
237
+ <td style="text-align:right; background-color: #DAE8FF; color: #2D2D2D;">81.71</td>
238
+ <td style="text-align:right; background-color: #FFFFFF; color: #2D2D2D;">78.1</td>
239
+ <td style="text-align:right; background-color: #FFFFFF; color: #2D2D2D;">85.22</td>
240
+ </tr>
241
+ <tr>
242
+ <td style="text-align:left; background-color: #FFFFFF; color: #2D2D2D;">IFEval</td>
243
+ <td style="text-align:left; background-color: #FFFFFF; color: #2D2D2D;">Average</td>
244
+ <td style="text-align:right; background-color: #FFFFFF; color: #2D2D2D;">82.31</td>
245
+ <td style="text-align:right; background-color:#DAE8FF; color: #2D2D2D;">84.32</td>
246
+ <td style="text-align:right; background-color: #FFFFFF; color: #2D2D2D;">81.44</td>
247
+ <td style="text-align:right; background-color: #FFFFFF; color: #2D2D2D;">87.55</td>
248
+ </tr>
249
+ <tr>
250
+ <td style="text-align:left; background-color: #FFFFFF; color: #2D2D2D;">ArenaHard</td>
251
+ <td style="text-align:left; background-color: #FFFFFF; color: #2D2D2D;"></td>
252
+ <td style="text-align:right; background-color: #FFFFFF; color: #2D2D2D;">25.84</td>
253
+ <td style="text-align:right; background-color: #DAE8FF; color: #2D2D2D;">36.15</td>
254
+ <td style="text-align:right; background-color: #FFFFFF; color: #2D2D2D;">35.75</td>
255
+ <td style="text-align:right; background-color: #FFFFFF; color: #2D2D2D;">46.48</td>
256
+ </tr>
257
+ <tr>
258
+ <td colspan="6" style="text-align:center; background-color: #FFFFFF; color: #2D2D2D; font-style:italic;">
259
+ Math Tasks
260
+ </td>
261
+ </tr>
262
+ <tr>
263
+ <td style="text-align:left; background-color: #FFFFFF; color: #2D2D2D;">GSM8K</td>
264
+ <td style="text-align:left; background-color: #FFFFFF; color: #2D2D2D;">8-shot</td>
265
+ <td style="text-align:right; background-color: #FFFFFF; color: #2D2D2D;">85.45</td>
266
+ <td style="text-align:right; background-color: #DAE8FF; color: #2D2D2D;">81.35</td>
267
+ <td style="text-align:right; background-color: #FFFFFF; color: #2D2D2D;">84.69</td>
268
+ <td style="text-align:right; background-color: #FFFFFF; color: #2D2D2D;">87.27</td>
269
+ </tr>
270
+ <tr>
271
+ <td style="text-align:left; background-color: #FFFFFF; color: #2D2D2D;">GSM8K Symbolic</td>
272
+ <td style="text-align:left; background-color: #FFFFFF; color: #2D2D2D;">8-shot</td>
273
+ <td style="text-align:right; background-color: #FFFFFF; color: #2D2D2D;">79.82</td>
274
+ <td style="text-align:right; background-color: #DAE8FF; color: #2D2D2D;">77.5</td>
275
+ <td style="text-align:right; background-color: #FFFFFF; color: #2D2D2D;">81.1</td>
276
+ <td style="text-align:right; background-color: #FFFFFF; color: #2D2D2D;">87.38</td>
277
+ </tr>
278
+ <tr>
279
+ <td style="text-align:left; background-color: #FFFFFF; color: #2D2D2D;">Minerva Math</td>
280
+ <td style="text-align:left; background-color: #FFFFFF; color: #2D2D2D;">0-shot, CoT</td>
281
+ <td style="text-align:right; background-color: #FFFFFF; color: #2D2D2D;">62.06</td>
282
+ <td style="text-align:right; background-color: #DAE8FF; color: #2D2D2D;">66.44</td>
283
+ <td style="text-align:right; background-color: #FFFFFF; color: #2D2D2D;">69.64</td>
284
+ <td style="text-align:right; background-color: #FFFFFF; color: #2D2D2D;">74</td>
285
+ </tr>
286
+ <tr>
287
+ <td style="text-align:left; background-color: #FFFFFF; color: #2D2D2D;">DeepMind Math</td>
288
+ <td style="text-align:left; background-color: #FFFFFF; color: #2D2D2D;">0-shot, CoT</td>
289
+ <td style="text-align:right; background-color: #FFFFFF; color: #2D2D2D;">44.56</td>
290
+ <td style="text-align:right; background-color: #DAE8FF; color: #2D2D2D;">43.83</td>
291
+ <td style="text-align:right; background-color: #FFFFFF; color: #2D2D2D;">49.92</td>
292
+ <td style="text-align:right; background-color: #FFFFFF; color: #2D2D2D;">59.33</td>
293
+ </tr>
294
+ <tr>
295
+ <td colspan="6" style="text-align:center; background-color: #FFFFFF; color: #2D2D2D; font-style:italic;">
296
+ Code Tasks
297
+ </td>
298
+ </tr>
299
+ <tr>
300
+ <td style="text-align:left; background-color: #FFFFFF; color: #2D2D2D;">HumanEval</td>
301
+ <td style="text-align:left; background-color: #FFFFFF; color: #2D2D2D;">pass@1</td>
302
+ <td style="text-align:right; background-color: #FFFFFF; color: #2D2D2D;">80</td>
303
+ <td style="text-align:right; background-color: #DAE8FF; color: #2D2D2D;">81</td>
304
+ <td style="text-align:right; background-color: #FFFFFF; color: #2D2D2D;">83</td>
305
+ <td style="text-align:right; background-color: #FFFFFF; color: #2D2D2D;">88</td>
306
+ </tr>
307
+ <tr>
308
+ <td style="text-align:left; background-color: #FFFFFF; color: #2D2D2D;">HumanEval+</td>
309
+ <td style="text-align:left; background-color: #FFFFFF; color: #2D2D2D;">pass@1</td>
310
+ <td style="text-align:right; background-color: #FFFFFF; color: #2D2D2D;">72</td>
311
+ <td style="text-align:right; background-color: #DAE8FF; color: #2D2D2D;">75</td>
312
+ <td style="text-align:right; background-color: #FFFFFF; color: #2D2D2D;">76</td>
313
+ <td style="text-align:right; background-color: #FFFFFF; color: #2D2D2D;">83</td>
314
+ </tr>
315
+ <tr>
316
+ <td style="text-align:left; background-color: #FFFFFF; color: #2D2D2D;">MBPP</td>
317
+ <td style="text-align:left; background-color: #FFFFFF; color: #2D2D2D;">pass@1</td>
318
+ <td style="text-align:right; background-color: #FFFFFF; color: #2D2D2D;">72</td>
319
+ <td style="text-align:right; background-color: #DAE8FF; color: #2D2D2D;">73</td>
320
+ <td style="text-align:right; background-color: #FFFFFF; color: #2D2D2D;">80</td>
321
+ <td style="text-align:right; background-color: #FFFFFF; color: #2D2D2D;">84</td>
322
+ </tr>
323
+ <tr>
324
+ <td style="text-align:left; background-color: #FFFFFF; color: #2D2D2D;">MBPP+</td>
325
+ <td style="text-align:left; background-color: #FFFFFF; color: #2D2D2D;">pass@1</td>
326
+ <td style="text-align:right; background-color: #FFFFFF; color: #2D2D2D;">64</td>
327
+ <td style="text-align:right; background-color: #DAE8FF; color: #2D2D2D;">64</td>
328
+ <td style="text-align:right; background-color: #FFFFFF; color: #2D2D2D;">69</td>
329
+ <td style="text-align:right; background-color: #FFFFFF; color: #2D2D2D;">71</td>
330
+ </tr>
331
+ <td style="text-align:left; background-color: #FFFFFF; color: #2D2D2D;">CRUXEval-O</td>
332
+ <td style="text-align:left; background-color: #FFFFFF; color: #2D2D2D;">pass@1</td>
333
+ <td style="text-align:right; background-color: #FFFFFF; color: #2D2D2D;">41.5</td>
334
+ <td style="text-align:right; background-color: #DAE8FF; color: #2D2D2D;">41.25</td>
335
+ <td style="text-align:right; background-color: #FFFFFF; color: #2D2D2D;">39.63</td>
336
+ <td style="text-align:right; background-color: #FFFFFF; color: #2D2D2D;">50.25</td>
337
+ </tr>
338
+ <tr>
339
+ <td style="text-align:left; background-color: #FFFFFF; color: #2D2D2D;">BigCodeBench</td>
340
+ <td style="text-align:left; background-color: #FFFFFF; color: #2D2D2D;">pass@1</td>
341
+ <td style="text-align:right; background-color: #FFFFFF; color: #2D2D2D;">39.21</td>
342
+ <td style="text-align:right; background-color: #DAE8FF; color: #2D2D2D;">37.9</td>
343
+ <td style="text-align:right; background-color: #FFFFFF; color: #2D2D2D;">41.06</td>
344
+ <td style="text-align:right; background-color: #FFFFFF; color: #2D2D2D;">46.23</td>
345
+ </tr>
346
+ <tr>
347
+ <td colspan="6" style="text-align:center; background-color: #FFFFFF; color: #2D2D2D; font-style:italic;">
348
+ Tool Calling Tasks
349
+ </td>
350
+ </tr>
351
+ <tr>
352
+ <td style="text-align:left; background-color: #FFFFFF; color: #2D2D2D;">BFCL v3</td>
353
+ <td style="text-align:left; background-color: #FFFFFF; color: #2D2D2D;"></td>
354
+ <td style="text-align:right; background-color: #FFFFFF; color: #2D2D2D;">59.98</td>
355
+ <td style="text-align:right; background-color: #DAE8FF; color: #2D2D2D;">57.56</td>
356
+ <td style="text-align:right; background-color: #FFFFFF; color: #2D2D2D;">57.65</td>
357
+ <td style="text-align:right; background-color: #FFFFFF; color: #2D2D2D;">64.69</td>
358
+ </tr>
359
+ <tr>
360
+ <td colspan="6" style="text-align:center; background-color: #FFFFFF; color: #2D2D2D; font-style:italic;">
361
+ Multilingual Tasks
362
+ </td>
363
+ </tr>
364
+ <tr>
365
+ <td style="text-align:left; background-color: #FFFFFF; color: #2D2D2D;">MULTIPLE</td>
366
+ <td style="text-align:left; background-color: #FFFFFF; color: #2D2D2D;">pass@1</td>
367
+ <td style="text-align:right; background-color: #FFFFFF; color: #2D2D2D;">49.21</td>
368
+ <td style="text-align:right; background-color: #DAE8FF; color: #2D2D2D;">49.46</td>
369
+ <td style="text-align:right; background-color: #FFFFFF; color: #2D2D2D;">55.83</td>
370
+ <td style="text-align:right; background-color: #FFFFFF; color: #2D2D2D;">57.37</td>
371
+ </tr>
372
+ <tr>
373
+ <td style="text-align:left; background-color: #FFFFFF; color: #2D2D2D;">MMMLU</td>
374
+ <td style="text-align:left; background-color: #FFFFFF; color: #2D2D2D;">5-shot</td>
375
+ <td style="text-align:right; background-color: #FFFFFF; color: #2D2D2D;">55.14</td>
376
+ <td style="text-align:right; background-color: #DAE8FF; color: #2D2D2D;">55.19</td>
377
+ <td style="text-align:right; background-color: #FFFFFF; color: #2D2D2D;">61.87</td>
378
+ <td style="text-align:right; background-color: #FFFFFF; color: #2D2D2D;">69.69</td>
379
+ </tr>
380
+ <tr>
381
+ <td style="text-align:left; background-color: #FFFFFF; color: #2D2D2D;">INCLUDE</td>
382
+ <td style="text-align:left; background-color: #FFFFFF; color: #2D2D2D;">5-shot</td>
383
+ <td style="text-align:right; background-color: #FFFFFF; color: #2D2D2D;">51.62</td>
384
+ <td style="text-align:right; background-color: #DAE8FF; color: #2D2D2D;">50.51</td>
385
+ <td style="text-align:right; background-color: #FFFFFF; color: #2D2D2D;">53.12</td>
386
+ <td style="text-align:right; background-color: #FFFFFF; color: #2D2D2D;">63.97</td>
387
+ </tr>
388
+ <tr>
389
+ <td style="text-align:left; background-color: #FFFFFF; color: #2D2D2D;">MGSM</td>
390
+ <td style="text-align:left; background-color: #FFFFFF; color: #2D2D2D;">8-shot</td>
391
+ <td style="text-align:right; background-color: #FFFFFF; color: #2D2D2D;">28.56</td>
392
+ <td style="text-align:right; background-color: #DAE8FF; color: #2D2D2D;">44.48</td>
393
+ <td style="text-align:right; background-color: #FFFFFF; color: #2D2D2D;">45.36</td>
394
+ <td style="text-align:right; background-color: #FFFFFF; color: #2D2D2D;">38.72</td>
395
+ </tr>
396
+ <tr>
397
+ <td colspan="6" style="text-align:center; background-color: #FFFFFF; color: #2D2D2D; font-style:italic;">
398
+ Safety
399
+ </td>
400
+ </tr>
401
+ <tr>
402
+ <td style="text-align:left; background-color: #FFFFFF; color: #2D2D2D;">SALAD-Bench</td>
403
+ <td style="text-align:left; background-color: #FFFFFF; color: #2D2D2D;"></td>
404
+ <td style="text-align:right; background-color: #FFFFFF; color: #2D2D2D;">97.06</td>
405
+ <td style="text-align:right; background-color:#DAE8FF; color: #2D2D2D;">96.28</td>
406
+ <td style="text-align:right; background-color: #FFFFFF; color: #2D2D2D;">97.77</td>
407
+ <td style="text-align:right; background-color: #FFFFFF; color: #2D2D2D;">97.3</td>
408
+ </tr>
409
+ <tr>
410
+ <td style="text-align:left; background-color: #FFFFFF; color: #2D2D2D;">AttaQ</td>
411
+ <td style="text-align:left; background-color: #FFFFFF; color: #2D2D2D;"></td>
412
+ <td style="text-align:right; background-color: #FFFFFF; color: #2D2D2D;">86.05</td>
413
+ <td style="text-align:right; background-color: #DAE8FF; color: #2D2D2D;">84.44</td>
414
+ <td style="text-align:right; background-color: #FFFFFF; color: #2D2D2D;">86.61</td>
415
+ <td style="text-align:right; background-color: #FFFFFF; color: #2D2D2D;">86.64</td>
416
+ </tr>
417
  </tbody></table>
418
 
419
+
420
  <table>
421
+ <caption><b>Multilingual Benchmarks and thr included languages:</b></caption>
422
+ <thead>
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
423
  <tr>
424
+ <th style="text-align:left; background-color: #001d6c; color: white;">Benchmarks</th>
425
+ <th style="text-align:left; background-color: #001d6c; color: white;"># Langs</th>
426
+ <th style="text-align:center; background-color: #001d6c; color: white;">Languages</th>
 
 
 
 
 
427
  </tr>
428
+ </thead>
429
+ <tbody>
430
+ <tr>
431
+ <td style="text-align:left; background-color: #FFFFFF; color: #2D2D2D;">MMMLU</td>
432
+ <td style="text-align:center; background-color: #FFFFFF; color: #2D2D2D;">11</td>
433
+ <td style="text-align:left; background-color: #FFFFFF; color: #2D2D2D;">ar, de, en, es, fr, ja, ko, pt, zh, bn, hi</td>
434
+ </tr>
435
+ <tr>
436
+ <td style="text-align:left; background-color: #FFFFFF; color: #2D2D2D;">INCLUDE</td>
437
+ <td style="text-align:center; background-color: #FFFFFF; color: #2D2D2D;">14</td>
438
+ <!-- <td style="text-align:left; background-color: #FFFFFF; color: #2D2D2D;">hindi, bengali, tamil, telugu, arabic, german, spanish, french, italian, japanese, korean, dutch, portuguese, chinese</td> -->
439
+ <td style="text-align:left; background-color: #FFFFFF; color: #2D2D2D;">hi, bn, ta, te, ar, de, es, fr, it, ja, ko, nl, pt, zh</td>
440
+
441
+ </tr>
442
+ <tr>
443
+ <td style="text-align:left; background-color: #FFFFFF; color: #2D2D2D;">MGSM</td>
444
+ <td style="text-align:center; background-color: #FFFFFF; color: #2D2D2D;">5</td>
445
+ <td style="text-align:left; background-color: #FFFFFF; color: #2D2D2D;">en, es, fr, ja, zh</td>
446
+ </tr>
447
+ </tbody>
448
+ </table>
449
 
450
  **Model Architecture:**
451
  Granite-4.0-H-Micro baseline is built on a decoder-only dense transformer architecture. Core components of this architecture are: GQA, Mamba2, MLP with SwiGLU, RMSNorm, and shared input/output embeddings.
model.sig CHANGED
@@ -1 +1 @@
1
- {"mediaType": "application/vnd.dev.sigstore.bundle.v0.3+json", "verificationMaterial": {"certificate": {"rawBytes": "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"}, "tlogEntries": [{"logIndex": "570269077", "logId": {"keyId": "wNI9atQGlz+VWfO6LRygH4QUfY/8W4RFwiT5i5WRgB0="}, "kindVersion": {"kind": "dsse", "version": "0.0.1"}, "integratedTime": "1759209958", "inclusionPromise": {"signedEntryTimestamp": "MEYCIQCT79t6RZ8p8ph/C7r4UUSu6rFFMu43wHbZTMESGEY2lgIhAJOI6Z93jiAMsi848gwfGpg6yPOH1ku/QICGWsaJjLKX"}, "inclusionProof": {"logIndex": "448364815", "rootHash": "InTbfL9pL+iYENYcSWfZpD4t8bxBfj1x8m0pujK5IlM=", "treeSize": "448364817", "hashes": ["ErWbURtBTouBX1TtC90Fi2elFS3HkkSaiuVre4YyTGw=", "kpkibRiuaTcYoekSF+H0fTTX0Ej+TsZNiHmvEd9puVs=", "iDlAJ6cb4eE1D0Lx4X16iSRvEUdrWu1pbayk3wRImMA=", "xEps2d3Sesm9dg7Afz6YGvbiuo6EpIgSCubjS9hTYi8=", "QjdfMSaW7MYBjXr91uqdREyfU5pp0e4YoJA7Hy1xFGU=", "g86CfhFzLCVWpcUt7OnNzwsSwlQZG0tmqk+JCwTlEZA=", "NVqxBHvf/K5W7Z9Z1SKNINRTfndCVhdZy9CzXXDK5G0=", "IW8oQaGCYZrq+fbBTgyTcWdRM8ZHGF4n8YtycNVfmbg=", "vs1ywqYQI2ufpy0w92/se13QMRSYhCWKwwURJ4/U2Zc=", "YxnHUB3J8agV6nCgSsmq/wO0GtEBu1hZEgYfyJ6iYtM=", "8ioU8FfMjoB3ot1Q1W1XtCQ6KlWKdMJd5dsHGJi0ltA=", "cR5fug6AHeIc6nNcA6JaIJv57NSxz7mecoiNA615G8I=", "/buh7NyeUdCgJPdaMbTAtiQpMkNHhk+xMsI2shkTieM=", "1mfy94KpcItqshH9+gwqV6jccupcaMpVsF28New8zDY=", "vS7O4ozHIQZJWBiov+mkpI27GE8zAmVCEkRcP3NDyNE="], "checkpoint": {"envelope": "rekor.sigstore.dev - 1193050959916656506\n448364817\nInTbfL9pL+iYENYcSWfZpD4t8bxBfj1x8m0pujK5IlM=\n\n\u2014 rekor.sigstore.dev wNI9ajBEAiAsEHpFrBmIZhIpEcf/wwlyaZazU3Zd65j5CvwcT5xfAAIgVy8KUQmTUYfzupK+Q+1eFmoUh2zynCR3aHNUmUdNUzw=\n"}}, "canonicalizedBody": "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"}], "timestampVerificationData": {}}, "dsseEnvelope": {"payload": "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", "payloadType": "application/vnd.in-toto+json", "signatures": [{"sig": "MEQCIAVil2kCsIpRuynwUfX4GpbtI431z8tCfvlhSoXB369tAiBRdOM1gjK6uGfe0/TWpxnmA5qKqtAmTYPrlqAKPXz+OA=="}]}}
 
1
+ {"mediaType": "application/vnd.dev.sigstore.bundle.v0.3+json", "verificationMaterial": {"certificate": {"rawBytes": "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"}, "tlogEntries": [{"logIndex": "574894079", "logId": {"keyId": "wNI9atQGlz+VWfO6LRygH4QUfY/8W4RFwiT5i5WRgB0="}, "kindVersion": {"kind": "dsse", "version": "0.0.1"}, "integratedTime": "1759287884", "inclusionPromise": {"signedEntryTimestamp": "MEYCIQDUdHBpwP8s3LYV2SXtzoHjTLrFvy/VxfMmOrN1hvQEwAIhAMs6bELS/TSJ2B+wTRC5GfCGrZcR2eYIsYpXpZyBQkHc"}, "inclusionProof": {"logIndex": "452989817", "rootHash": "gh96L5QhxolEGzzsll/NXscbqBUgBGpRgljZcmrmb84=", "treeSize": "452989818", "hashes": ["slANDs6apbMjen8wnMcMOHTLH/unWb0xuV9mPwPasyU=", "zwyzhyQCuGqwoLWDv6VrIg8nol8x7s9SoTCSehMXAUk=", "oakL4ZbOM60BsStuDF74bP39RhjToqhNx+2B55TTUZ8=", "AZpaExNRpi8awGSQ5FS65XiBqq4pqRa844Vgr7qc7fY=", "TknsPS8kgAZuKgk/nJ3Mp0fCxHT0gwjM/ibbPcxnhu4=", "O1q6trrn5Im1MrI3yFFceSaj1qlIyxjM51BwHqzKM/0=", "3Qs2vZpiS8qZ7o0R9MxbyJUqLFUqdDdssPhhemMC19s=", "srFapivtSV0gA1N5LiVWoAVNaXFUlj6zJluZCXK3pa4=", "5J6N5aNEMk6YY8lPNH0zZx95RNICDJ12cMAmpwtvGTo=", "/buh7NyeUdCgJPdaMbTAtiQpMkNHhk+xMsI2shkTieM=", "1mfy94KpcItqshH9+gwqV6jccupcaMpVsF28New8zDY=", "vS7O4ozHIQZJWBiov+mkpI27GE8zAmVCEkRcP3NDyNE="], "checkpoint": {"envelope": "rekor.sigstore.dev - 1193050959916656506\n452989818\ngh96L5QhxolEGzzsll/NXscbqBUgBGpRgljZcmrmb84=\n\n\u2014 rekor.sigstore.dev wNI9ajBEAiAlXVncq636+Dpd3PEA1Ixh5x78bY2HUf4CRw3AmEUuVwIgTgt/6FUpas3UryuEWoCWx/xhIs3pCcKh5GSE++EvUsg=\n"}}, "canonicalizedBody": "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"}], "timestampVerificationData": {}}, "dsseEnvelope": {"payload": "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", "payloadType": "application/vnd.in-toto+json", "signatures": [{"sig": "MEUCIQCka87gUpA1rUY8BbTMDxyRcYoqdcdmAKy69wkTa2vSbAIgdtdt2yLtadaTQpo6bWPwndvNL42zoSdK2jTwdULqH58="}]}}