hf_quant_config.json
| 1 | { |
| 2 | "producer": { |
| 3 | "name": "modelopt", |
| 4 | "version": "0.44.0" |
| 5 | }, |
| 6 | "quantization": { |
| 7 | "quant_algo": "MIXED_PRECISION", |
| 8 | "kv_cache_quant_algo": "FP8", |
| 9 | "quantized_layers": { |
| 10 | "model.language_model.layers.0.linear_attn.out_proj": { |
| 11 | "quant_algo": "FP8" |
| 12 | }, |
| 13 | "model.language_model.layers.0.linear_attn.in_proj_qkv": { |
| 14 | "quant_algo": "FP8" |
| 15 | }, |
| 16 | "model.language_model.layers.0.linear_attn.in_proj_z": { |
| 17 | "quant_algo": "FP8" |
| 18 | }, |
| 19 | "model.language_model.layers.0.mlp.experts": { |
| 20 | "quant_algo": "W4A16_NVFP4", |
| 21 | "group_size": 16 |
| 22 | }, |
| 23 | "model.language_model.layers.0.mlp.shared_expert.gate_proj": { |
| 24 | "quant_algo": "W4A16_NVFP4", |
| 25 | "group_size": 16 |
| 26 | }, |
| 27 | "model.language_model.layers.0.mlp.shared_expert.up_proj": { |
| 28 | "quant_algo": "W4A16_NVFP4", |
| 29 | "group_size": 16 |
| 30 | }, |
| 31 | "model.language_model.layers.0.mlp.shared_expert.down_proj": { |
| 32 | "quant_algo": "W4A16_NVFP4", |
| 33 | "group_size": 16 |
| 34 | }, |
| 35 | "model.language_model.layers.1.linear_attn.out_proj": { |
| 36 | "quant_algo": "FP8" |
| 37 | }, |
| 38 | "model.language_model.layers.1.linear_attn.in_proj_qkv": { |
| 39 | "quant_algo": "FP8" |
| 40 | }, |
| 41 | "model.language_model.layers.1.linear_attn.in_proj_z": { |
| 42 | "quant_algo": "FP8" |
| 43 | }, |
| 44 | "model.language_model.layers.1.mlp.experts": { |
| 45 | "quant_algo": "W4A16_NVFP4", |
| 46 | "group_size": 16 |
| 47 | }, |
| 48 | "model.language_model.layers.1.mlp.shared_expert.gate_proj": { |
| 49 | "quant_algo": "W4A16_NVFP4", |
| 50 | "group_size": 16 |
| 51 | }, |
| 52 | "model.language_model.layers.1.mlp.shared_expert.up_proj": { |
| 53 | "quant_algo": "W4A16_NVFP4", |
| 54 | "group_size": 16 |
| 55 | }, |
| 56 | "model.language_model.layers.1.mlp.shared_expert.down_proj": { |
| 57 | "quant_algo": "W4A16_NVFP4", |
| 58 | "group_size": 16 |
| 59 | }, |
| 60 | "model.language_model.layers.2.linear_attn.out_proj": { |
| 61 | "quant_algo": "FP8" |
| 62 | }, |
| 63 | "model.language_model.layers.2.linear_attn.in_proj_qkv": { |
| 64 | "quant_algo": "FP8" |
| 65 | }, |
| 66 | "model.language_model.layers.2.linear_attn.in_proj_z": { |
| 67 | "quant_algo": "FP8" |
| 68 | }, |
| 69 | "model.language_model.layers.2.mlp.experts": { |
| 70 | "quant_algo": "W4A16_NVFP4", |
| 71 | "group_size": 16 |
| 72 | }, |
| 73 | "model.language_model.layers.2.mlp.shared_expert.gate_proj": { |
| 74 | "quant_algo": "W4A16_NVFP4", |
| 75 | "group_size": 16 |
| 76 | }, |
| 77 | "model.language_model.layers.2.mlp.shared_expert.up_proj": { |
| 78 | "quant_algo": "W4A16_NVFP4", |
| 79 | "group_size": 16 |
| 80 | }, |
| 81 | "model.language_model.layers.2.mlp.shared_expert.down_proj": { |
| 82 | "quant_algo": "W4A16_NVFP4", |
| 83 | "group_size": 16 |
| 84 | }, |
| 85 | "model.language_model.layers.3.self_attn.q_proj": { |
| 86 | "quant_algo": "FP8" |
| 87 | }, |
| 88 | "model.language_model.layers.3.self_attn.k_proj": { |
| 89 | "quant_algo": "FP8" |
| 90 | }, |
| 91 | "model.language_model.layers.3.self_attn.v_proj": { |
| 92 | "quant_algo": "FP8" |
| 93 | }, |
| 94 | "model.language_model.layers.3.self_attn.o_proj": { |
| 95 | "quant_algo": "FP8" |
| 96 | }, |
| 97 | "model.language_model.layers.3.mlp.experts": { |
| 98 | "quant_algo": "W4A16_NVFP4", |
| 99 | "group_size": 16 |
| 100 | }, |
| 101 | "model.language_model.layers.3.mlp.shared_expert.gate_proj": { |
| 102 | "quant_algo": "W4A16_NVFP4", |
| 103 | "group_size": 16 |
| 104 | }, |
| 105 | "model.language_model.layers.3.mlp.shared_expert.up_proj": { |
| 106 | "quant_algo": "W4A16_NVFP4", |
| 107 | "group_size": 16 |
| 108 | }, |
| 109 | "model.language_model.layers.3.mlp.shared_expert.down_proj": { |
| 110 | "quant_algo": "W4A16_NVFP4", |
| 111 | "group_size": 16 |
| 112 | }, |
| 113 | "model.language_model.layers.4.linear_attn.out_proj": { |
| 114 | "quant_algo": "FP8" |
| 115 | }, |
| 116 | "model.language_model.layers.4.linear_attn.in_proj_qkv": { |
| 117 | "quant_algo": "FP8" |
| 118 | }, |
| 119 | "model.language_model.layers.4.linear_attn.in_proj_z": { |
| 120 | "quant_algo": "FP8" |
| 121 | }, |
| 122 | "model.language_model.layers.4.mlp.experts": { |
| 123 | "quant_algo": "W4A16_NVFP4", |
| 124 | "group_size": 16 |
| 125 | }, |
| 126 | "model.language_model.layers.4.mlp.shared_expert.gate_proj": { |
| 127 | "quant_algo": "W4A16_NVFP4", |
| 128 | "group_size": 16 |
| 129 | }, |
| 130 | "model.language_model.layers.4.mlp.shared_expert.up_proj": { |
| 131 | "quant_algo": "W4A16_NVFP4", |
| 132 | "group_size": 16 |
| 133 | }, |
| 134 | "model.language_model.layers.4.mlp.shared_expert.down_proj": { |
| 135 | "quant_algo": "W4A16_NVFP4", |
| 136 | "group_size": 16 |
| 137 | }, |
| 138 | "model.language_model.layers.5.linear_attn.out_proj": { |
| 139 | "quant_algo": "FP8" |
| 140 | }, |
| 141 | "model.language_model.layers.5.linear_attn.in_proj_qkv": { |
| 142 | "quant_algo": "FP8" |
| 143 | }, |
| 144 | "model.language_model.layers.5.linear_attn.in_proj_z": { |
| 145 | "quant_algo": "FP8" |
| 146 | }, |
| 147 | "model.language_model.layers.5.mlp.experts": { |
| 148 | "quant_algo": "W4A16_NVFP4", |
| 149 | "group_size": 16 |
| 150 | }, |
| 151 | "model.language_model.layers.5.mlp.shared_expert.gate_proj": { |
| 152 | "quant_algo": "W4A16_NVFP4", |
| 153 | "group_size": 16 |
| 154 | }, |
| 155 | "model.language_model.layers.5.mlp.shared_expert.up_proj": { |
| 156 | "quant_algo": "W4A16_NVFP4", |
| 157 | "group_size": 16 |
| 158 | }, |
| 159 | "model.language_model.layers.5.mlp.shared_expert.down_proj": { |
| 160 | "quant_algo": "W4A16_NVFP4", |
| 161 | "group_size": 16 |
| 162 | }, |
| 163 | "model.language_model.layers.6.linear_attn.out_proj": { |
| 164 | "quant_algo": "FP8" |
| 165 | }, |
| 166 | "model.language_model.layers.6.linear_attn.in_proj_qkv": { |
| 167 | "quant_algo": "FP8" |
| 168 | }, |
| 169 | "model.language_model.layers.6.linear_attn.in_proj_z": { |
| 170 | "quant_algo": "FP8" |
| 171 | }, |
| 172 | "model.language_model.layers.6.mlp.experts": { |
| 173 | "quant_algo": "W4A16_NVFP4", |
| 174 | "group_size": 16 |
| 175 | }, |
| 176 | "model.language_model.layers.6.mlp.shared_expert.gate_proj": { |
| 177 | "quant_algo": "W4A16_NVFP4", |
| 178 | "group_size": 16 |
| 179 | }, |
| 180 | "model.language_model.layers.6.mlp.shared_expert.up_proj": { |
| 181 | "quant_algo": "W4A16_NVFP4", |
| 182 | "group_size": 16 |
| 183 | }, |
| 184 | "model.language_model.layers.6.mlp.shared_expert.down_proj": { |
| 185 | "quant_algo": "W4A16_NVFP4", |
| 186 | "group_size": 16 |
| 187 | }, |
| 188 | "model.language_model.layers.7.self_attn.q_proj": { |
| 189 | "quant_algo": "FP8" |
| 190 | }, |
| 191 | "model.language_model.layers.7.self_attn.k_proj": { |
| 192 | "quant_algo": "FP8" |
| 193 | }, |
| 194 | "model.language_model.layers.7.self_attn.v_proj": { |
| 195 | "quant_algo": "FP8" |
| 196 | }, |
| 197 | "model.language_model.layers.7.self_attn.o_proj": { |
| 198 | "quant_algo": "FP8" |
| 199 | }, |
| 200 | "model.language_model.layers.7.mlp.experts": { |
| 201 | "quant_algo": "W4A16_NVFP4", |
| 202 | "group_size": 16 |
| 203 | }, |
| 204 | "model.language_model.layers.7.mlp.shared_expert.gate_proj": { |
| 205 | "quant_algo": "W4A16_NVFP4", |
| 206 | "group_size": 16 |
| 207 | }, |
| 208 | "model.language_model.layers.7.mlp.shared_expert.up_proj": { |
| 209 | "quant_algo": "W4A16_NVFP4", |
| 210 | "group_size": 16 |
| 211 | }, |
| 212 | "model.language_model.layers.7.mlp.shared_expert.down_proj": { |
| 213 | "quant_algo": "W4A16_NVFP4", |
| 214 | "group_size": 16 |
| 215 | }, |
| 216 | "model.language_model.layers.8.linear_attn.out_proj": { |
| 217 | "quant_algo": "FP8" |
| 218 | }, |
| 219 | "model.language_model.layers.8.linear_attn.in_proj_qkv": { |
| 220 | "quant_algo": "FP8" |
| 221 | }, |
| 222 | "model.language_model.layers.8.linear_attn.in_proj_z": { |
| 223 | "quant_algo": "FP8" |
| 224 | }, |
| 225 | "model.language_model.layers.8.mlp.experts": { |
| 226 | "quant_algo": "W4A16_NVFP4", |
| 227 | "group_size": 16 |
| 228 | }, |
| 229 | "model.language_model.layers.8.mlp.shared_expert.gate_proj": { |
| 230 | "quant_algo": "W4A16_NVFP4", |
| 231 | "group_size": 16 |
| 232 | }, |
| 233 | "model.language_model.layers.8.mlp.shared_expert.up_proj": { |
| 234 | "quant_algo": "W4A16_NVFP4", |
| 235 | "group_size": 16 |
| 236 | }, |
| 237 | "model.language_model.layers.8.mlp.shared_expert.down_proj": { |
| 238 | "quant_algo": "W4A16_NVFP4", |
| 239 | "group_size": 16 |
| 240 | }, |
| 241 | "model.language_model.layers.9.linear_attn.out_proj": { |
| 242 | "quant_algo": "FP8" |
| 243 | }, |
| 244 | "model.language_model.layers.9.linear_attn.in_proj_qkv": { |
| 245 | "quant_algo": "FP8" |
| 246 | }, |
| 247 | "model.language_model.layers.9.linear_attn.in_proj_z": { |
| 248 | "quant_algo": "FP8" |
| 249 | }, |
| 250 | "model.language_model.layers.9.mlp.experts": { |
| 251 | "quant_algo": "W4A16_NVFP4", |
| 252 | "group_size": 16 |
| 253 | }, |
| 254 | "model.language_model.layers.9.mlp.shared_expert.gate_proj": { |
| 255 | "quant_algo": "W4A16_NVFP4", |
| 256 | "group_size": 16 |
| 257 | }, |
| 258 | "model.language_model.layers.9.mlp.shared_expert.up_proj": { |
| 259 | "quant_algo": "W4A16_NVFP4", |
| 260 | "group_size": 16 |
| 261 | }, |
| 262 | "model.language_model.layers.9.mlp.shared_expert.down_proj": { |
| 263 | "quant_algo": "W4A16_NVFP4", |
| 264 | "group_size": 16 |
| 265 | }, |
| 266 | "model.language_model.layers.10.linear_attn.out_proj": { |
| 267 | "quant_algo": "FP8" |
| 268 | }, |
| 269 | "model.language_model.layers.10.linear_attn.in_proj_qkv": { |
| 270 | "quant_algo": "FP8" |
| 271 | }, |
| 272 | "model.language_model.layers.10.linear_attn.in_proj_z": { |
| 273 | "quant_algo": "FP8" |
| 274 | }, |
| 275 | "model.language_model.layers.10.mlp.experts": { |
| 276 | "quant_algo": "W4A16_NVFP4", |
| 277 | "group_size": 16 |
| 278 | }, |
| 279 | "model.language_model.layers.10.mlp.shared_expert.gate_proj": { |
| 280 | "quant_algo": "W4A16_NVFP4", |
| 281 | "group_size": 16 |
| 282 | }, |
| 283 | "model.language_model.layers.10.mlp.shared_expert.up_proj": { |
| 284 | "quant_algo": "W4A16_NVFP4", |
| 285 | "group_size": 16 |
| 286 | }, |
| 287 | "model.language_model.layers.10.mlp.shared_expert.down_proj": { |
| 288 | "quant_algo": "W4A16_NVFP4", |
| 289 | "group_size": 16 |
| 290 | }, |
| 291 | "model.language_model.layers.11.self_attn.q_proj": { |
| 292 | "quant_algo": "FP8" |
| 293 | }, |
| 294 | "model.language_model.layers.11.self_attn.k_proj": { |
| 295 | "quant_algo": "FP8" |
| 296 | }, |
| 297 | "model.language_model.layers.11.self_attn.v_proj": { |
| 298 | "quant_algo": "FP8" |
| 299 | }, |
| 300 | "model.language_model.layers.11.self_attn.o_proj": { |
| 301 | "quant_algo": "FP8" |
| 302 | }, |
| 303 | "model.language_model.layers.11.mlp.experts": { |
| 304 | "quant_algo": "W4A16_NVFP4", |
| 305 | "group_size": 16 |
| 306 | }, |
| 307 | "model.language_model.layers.11.mlp.shared_expert.gate_proj": { |
| 308 | "quant_algo": "W4A16_NVFP4", |
| 309 | "group_size": 16 |
| 310 | }, |
| 311 | "model.language_model.layers.11.mlp.shared_expert.up_proj": { |
| 312 | "quant_algo": "W4A16_NVFP4", |
| 313 | "group_size": 16 |
| 314 | }, |
| 315 | "model.language_model.layers.11.mlp.shared_expert.down_proj": { |
| 316 | "quant_algo": "W4A16_NVFP4", |
| 317 | "group_size": 16 |
| 318 | }, |
| 319 | "model.language_model.layers.12.linear_attn.out_proj": { |
| 320 | "quant_algo": "FP8" |
| 321 | }, |
| 322 | "model.language_model.layers.12.linear_attn.in_proj_qkv": { |
| 323 | "quant_algo": "FP8" |
| 324 | }, |
| 325 | "model.language_model.layers.12.linear_attn.in_proj_z": { |
| 326 | "quant_algo": "FP8" |
| 327 | }, |
| 328 | "model.language_model.layers.12.mlp.experts": { |
| 329 | "quant_algo": "W4A16_NVFP4", |
| 330 | "group_size": 16 |
| 331 | }, |
| 332 | "model.language_model.layers.12.mlp.shared_expert.gate_proj": { |
| 333 | "quant_algo": "W4A16_NVFP4", |
| 334 | "group_size": 16 |
| 335 | }, |
| 336 | "model.language_model.layers.12.mlp.shared_expert.up_proj": { |
| 337 | "quant_algo": "W4A16_NVFP4", |
| 338 | "group_size": 16 |
| 339 | }, |
| 340 | "model.language_model.layers.12.mlp.shared_expert.down_proj": { |
| 341 | "quant_algo": "W4A16_NVFP4", |
| 342 | "group_size": 16 |
| 343 | }, |
| 344 | "model.language_model.layers.13.linear_attn.out_proj": { |
| 345 | "quant_algo": "FP8" |
| 346 | }, |
| 347 | "model.language_model.layers.13.linear_attn.in_proj_qkv": { |
| 348 | "quant_algo": "FP8" |
| 349 | }, |
| 350 | "model.language_model.layers.13.linear_attn.in_proj_z": { |
| 351 | "quant_algo": "FP8" |
| 352 | }, |
| 353 | "model.language_model.layers.13.mlp.experts": { |
| 354 | "quant_algo": "W4A16_NVFP4", |
| 355 | "group_size": 16 |
| 356 | }, |
| 357 | "model.language_model.layers.13.mlp.shared_expert.gate_proj": { |
| 358 | "quant_algo": "W4A16_NVFP4", |
| 359 | "group_size": 16 |
| 360 | }, |
| 361 | "model.language_model.layers.13.mlp.shared_expert.up_proj": { |
| 362 | "quant_algo": "W4A16_NVFP4", |
| 363 | "group_size": 16 |
| 364 | }, |
| 365 | "model.language_model.layers.13.mlp.shared_expert.down_proj": { |
| 366 | "quant_algo": "W4A16_NVFP4", |
| 367 | "group_size": 16 |
| 368 | }, |
| 369 | "model.language_model.layers.14.linear_attn.out_proj": { |
| 370 | "quant_algo": "FP8" |
| 371 | }, |
| 372 | "model.language_model.layers.14.linear_attn.in_proj_qkv": { |
| 373 | "quant_algo": "FP8" |
| 374 | }, |
| 375 | "model.language_model.layers.14.linear_attn.in_proj_z": { |
| 376 | "quant_algo": "FP8" |
| 377 | }, |
| 378 | "model.language_model.layers.14.mlp.experts": { |
| 379 | "quant_algo": "W4A16_NVFP4", |
| 380 | "group_size": 16 |
| 381 | }, |
| 382 | "model.language_model.layers.14.mlp.shared_expert.gate_proj": { |
| 383 | "quant_algo": "W4A16_NVFP4", |
| 384 | "group_size": 16 |
| 385 | }, |
| 386 | "model.language_model.layers.14.mlp.shared_expert.up_proj": { |
| 387 | "quant_algo": "W4A16_NVFP4", |
| 388 | "group_size": 16 |
| 389 | }, |
| 390 | "model.language_model.layers.14.mlp.shared_expert.down_proj": { |
| 391 | "quant_algo": "W4A16_NVFP4", |
| 392 | "group_size": 16 |
| 393 | }, |
| 394 | "model.language_model.layers.15.self_attn.q_proj": { |
| 395 | "quant_algo": "FP8" |
| 396 | }, |
| 397 | "model.language_model.layers.15.self_attn.k_proj": { |
| 398 | "quant_algo": "FP8" |
| 399 | }, |
| 400 | "model.language_model.layers.15.self_attn.v_proj": { |
| 401 | "quant_algo": "FP8" |
| 402 | }, |
| 403 | "model.language_model.layers.15.self_attn.o_proj": { |
| 404 | "quant_algo": "FP8" |
| 405 | }, |
| 406 | "model.language_model.layers.15.mlp.experts": { |
| 407 | "quant_algo": "W4A16_NVFP4", |
| 408 | "group_size": 16 |
| 409 | }, |
| 410 | "model.language_model.layers.15.mlp.shared_expert.gate_proj": { |
| 411 | "quant_algo": "W4A16_NVFP4", |
| 412 | "group_size": 16 |
| 413 | }, |
| 414 | "model.language_model.layers.15.mlp.shared_expert.up_proj": { |
| 415 | "quant_algo": "W4A16_NVFP4", |
| 416 | "group_size": 16 |
| 417 | }, |
| 418 | "model.language_model.layers.15.mlp.shared_expert.down_proj": { |
| 419 | "quant_algo": "W4A16_NVFP4", |
| 420 | "group_size": 16 |
| 421 | }, |
| 422 | "model.language_model.layers.16.linear_attn.out_proj": { |
| 423 | "quant_algo": "FP8" |
| 424 | }, |
| 425 | "model.language_model.layers.16.linear_attn.in_proj_qkv": { |
| 426 | "quant_algo": "FP8" |
| 427 | }, |
| 428 | "model.language_model.layers.16.linear_attn.in_proj_z": { |
| 429 | "quant_algo": "FP8" |
| 430 | }, |
| 431 | "model.language_model.layers.16.mlp.experts": { |
| 432 | "quant_algo": "W4A16_NVFP4", |
| 433 | "group_size": 16 |
| 434 | }, |
| 435 | "model.language_model.layers.16.mlp.shared_expert.gate_proj": { |
| 436 | "quant_algo": "W4A16_NVFP4", |
| 437 | "group_size": 16 |
| 438 | }, |
| 439 | "model.language_model.layers.16.mlp.shared_expert.up_proj": { |
| 440 | "quant_algo": "W4A16_NVFP4", |
| 441 | "group_size": 16 |
| 442 | }, |
| 443 | "model.language_model.layers.16.mlp.shared_expert.down_proj": { |
| 444 | "quant_algo": "W4A16_NVFP4", |
| 445 | "group_size": 16 |
| 446 | }, |
| 447 | "model.language_model.layers.17.linear_attn.out_proj": { |
| 448 | "quant_algo": "FP8" |
| 449 | }, |
| 450 | "model.language_model.layers.17.linear_attn.in_proj_qkv": { |
| 451 | "quant_algo": "FP8" |
| 452 | }, |
| 453 | "model.language_model.layers.17.linear_attn.in_proj_z": { |
| 454 | "quant_algo": "FP8" |
| 455 | }, |
| 456 | "model.language_model.layers.17.mlp.experts": { |
| 457 | "quant_algo": "W4A16_NVFP4", |
| 458 | "group_size": 16 |
| 459 | }, |
| 460 | "model.language_model.layers.17.mlp.shared_expert.gate_proj": { |
| 461 | "quant_algo": "W4A16_NVFP4", |
| 462 | "group_size": 16 |
| 463 | }, |
| 464 | "model.language_model.layers.17.mlp.shared_expert.up_proj": { |
| 465 | "quant_algo": "W4A16_NVFP4", |
| 466 | "group_size": 16 |
| 467 | }, |
| 468 | "model.language_model.layers.17.mlp.shared_expert.down_proj": { |
| 469 | "quant_algo": "W4A16_NVFP4", |
| 470 | "group_size": 16 |
| 471 | }, |
| 472 | "model.language_model.layers.18.linear_attn.out_proj": { |
| 473 | "quant_algo": "FP8" |
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| 1050 | } |
| 1051 | |