Upload add_sub_sorl_abs16_25K
Browse files
add_sub_sorl_abs16_25K/config.json
ADDED
|
@@ -0,0 +1,38 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"architectures": [
|
| 3 |
+
"SorlModelWrapper"
|
| 4 |
+
],
|
| 5 |
+
"attention_bias": false,
|
| 6 |
+
"attention_dropout": 0.0,
|
| 7 |
+
"bos_token_id": null,
|
| 8 |
+
"dtype": "float32",
|
| 9 |
+
"eos_token_id": null,
|
| 10 |
+
"head_dim": 128,
|
| 11 |
+
"hidden_act": "silu",
|
| 12 |
+
"hidden_size": 512,
|
| 13 |
+
"initializer_range": 0.02,
|
| 14 |
+
"intermediate_size": 2048,
|
| 15 |
+
"layer_types": [
|
| 16 |
+
"full_attention",
|
| 17 |
+
"full_attention",
|
| 18 |
+
"full_attention"
|
| 19 |
+
],
|
| 20 |
+
"max_position_embeddings": 128,
|
| 21 |
+
"max_window_layers": 28,
|
| 22 |
+
"model_type": "qwen3",
|
| 23 |
+
"num_attention_heads": 4,
|
| 24 |
+
"num_hidden_layers": 3,
|
| 25 |
+
"num_key_value_heads": 4,
|
| 26 |
+
"pad_token_id": null,
|
| 27 |
+
"rms_norm_eps": 1e-06,
|
| 28 |
+
"rope_parameters": {
|
| 29 |
+
"rope_theta": 10000.0,
|
| 30 |
+
"rope_type": "default"
|
| 31 |
+
},
|
| 32 |
+
"sliding_window": null,
|
| 33 |
+
"tie_word_embeddings": false,
|
| 34 |
+
"transformers_version": "5.5.0",
|
| 35 |
+
"use_cache": true,
|
| 36 |
+
"use_sliding_window": false,
|
| 37 |
+
"vocab_size": 151660
|
| 38 |
+
}
|
add_sub_sorl_abs16_25K/generation_config.json
ADDED
|
@@ -0,0 +1,7 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_from_model_config": true,
|
| 3 |
+
"output_attentions": false,
|
| 4 |
+
"output_hidden_states": false,
|
| 5 |
+
"transformers_version": "5.5.0",
|
| 6 |
+
"use_cache": true
|
| 7 |
+
}
|
add_sub_sorl_abs16_25K/metrics.json
ADDED
|
@@ -0,0 +1,281 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"history": {
|
| 3 |
+
"step": [
|
| 4 |
+
50,
|
| 5 |
+
100,
|
| 6 |
+
150,
|
| 7 |
+
200,
|
| 8 |
+
250,
|
| 9 |
+
300,
|
| 10 |
+
350,
|
| 11 |
+
441,
|
| 12 |
+
491,
|
| 13 |
+
541,
|
| 14 |
+
591,
|
| 15 |
+
641,
|
| 16 |
+
691,
|
| 17 |
+
741,
|
| 18 |
+
832,
|
| 19 |
+
882,
|
| 20 |
+
932,
|
| 21 |
+
982,
|
| 22 |
+
1032,
|
| 23 |
+
1082,
|
| 24 |
+
1132
|
| 25 |
+
],
|
| 26 |
+
"loss": [
|
| 27 |
+
6.561774730682373,
|
| 28 |
+
2.8691329956054688,
|
| 29 |
+
1.9997152090072632,
|
| 30 |
+
1.8546234369277954,
|
| 31 |
+
1.8399007320404053,
|
| 32 |
+
1.7809630632400513,
|
| 33 |
+
1.676088571548462,
|
| 34 |
+
1.3971723318099976,
|
| 35 |
+
0.9440449476242065,
|
| 36 |
+
0.565602719783783,
|
| 37 |
+
0.28183868527412415,
|
| 38 |
+
0.1783355474472046,
|
| 39 |
+
0.1595521718263626,
|
| 40 |
+
0.08057533949613571,
|
| 41 |
+
0.06170733645558357,
|
| 42 |
+
0.04374723881483078,
|
| 43 |
+
0.03371792286634445,
|
| 44 |
+
0.016453929245471954,
|
| 45 |
+
0.009380219504237175,
|
| 46 |
+
0.00803250353783369,
|
| 47 |
+
0.004880059976130724
|
| 48 |
+
],
|
| 49 |
+
"base_loss": [
|
| 50 |
+
6.559733867645264,
|
| 51 |
+
2.9012436866760254,
|
| 52 |
+
2.0608508586883545,
|
| 53 |
+
2.087801218032837,
|
| 54 |
+
2.148261308670044,
|
| 55 |
+
2.4102892875671387,
|
| 56 |
+
2.3063976764678955,
|
| 57 |
+
2.751943349838257,
|
| 58 |
+
3.4612622261047363,
|
| 59 |
+
3.8862569332122803,
|
| 60 |
+
4.3692498207092285,
|
| 61 |
+
4.927584171295166,
|
| 62 |
+
5.282938480377197,
|
| 63 |
+
5.3806915283203125,
|
| 64 |
+
5.3356170654296875,
|
| 65 |
+
5.71320104598999,
|
| 66 |
+
5.819161415100098,
|
| 67 |
+
6.070667743682861,
|
| 68 |
+
6.114338397979736,
|
| 69 |
+
6.250763893127441,
|
| 70 |
+
6.165469646453857
|
| 71 |
+
],
|
| 72 |
+
"traj_loss": [
|
| 73 |
+
6.561774730682373,
|
| 74 |
+
2.8691329956054688,
|
| 75 |
+
1.9997152090072632,
|
| 76 |
+
1.8546234369277954,
|
| 77 |
+
1.8399007320404053,
|
| 78 |
+
1.7809630632400513,
|
| 79 |
+
1.676088571548462,
|
| 80 |
+
1.3971723318099976,
|
| 81 |
+
0.9440449476242065,
|
| 82 |
+
0.565602719783783,
|
| 83 |
+
0.28183868527412415,
|
| 84 |
+
0.1783355474472046,
|
| 85 |
+
0.1595521718263626,
|
| 86 |
+
0.08057533949613571,
|
| 87 |
+
0.06170733645558357,
|
| 88 |
+
0.04374723881483078,
|
| 89 |
+
0.03371792286634445,
|
| 90 |
+
0.016453929245471954,
|
| 91 |
+
0.009380219504237175,
|
| 92 |
+
0.00803250353783369,
|
| 93 |
+
0.004880059976130724
|
| 94 |
+
],
|
| 95 |
+
"hinge_loss": [
|
| 96 |
+
0.0,
|
| 97 |
+
0.0,
|
| 98 |
+
0.0,
|
| 99 |
+
0.0,
|
| 100 |
+
0.0,
|
| 101 |
+
0.0,
|
| 102 |
+
0.0,
|
| 103 |
+
0.0,
|
| 104 |
+
0.0,
|
| 105 |
+
0.0,
|
| 106 |
+
0.0,
|
| 107 |
+
0.0,
|
| 108 |
+
0.0,
|
| 109 |
+
0.0,
|
| 110 |
+
0.0,
|
| 111 |
+
0.0,
|
| 112 |
+
0.0,
|
| 113 |
+
0.0,
|
| 114 |
+
0.0,
|
| 115 |
+
0.0,
|
| 116 |
+
0.0
|
| 117 |
+
],
|
| 118 |
+
"masked_traj_loss": [
|
| 119 |
+
0.0,
|
| 120 |
+
0.0,
|
| 121 |
+
0.0,
|
| 122 |
+
0.0,
|
| 123 |
+
0.0,
|
| 124 |
+
0.0,
|
| 125 |
+
0.0,
|
| 126 |
+
0.0,
|
| 127 |
+
0.0,
|
| 128 |
+
0.0,
|
| 129 |
+
0.0,
|
| 130 |
+
0.0,
|
| 131 |
+
0.0,
|
| 132 |
+
0.0,
|
| 133 |
+
0.0,
|
| 134 |
+
0.0,
|
| 135 |
+
0.0,
|
| 136 |
+
0.0,
|
| 137 |
+
0.0,
|
| 138 |
+
0.0,
|
| 139 |
+
0.0
|
| 140 |
+
],
|
| 141 |
+
"abs_loss": [
|
| 142 |
+
0.0,
|
| 143 |
+
0.0,
|
| 144 |
+
0.0,
|
| 145 |
+
0.0,
|
| 146 |
+
0.0,
|
| 147 |
+
0.0,
|
| 148 |
+
0.0,
|
| 149 |
+
0.0,
|
| 150 |
+
0.0,
|
| 151 |
+
0.0,
|
| 152 |
+
0.0,
|
| 153 |
+
0.0,
|
| 154 |
+
0.0,
|
| 155 |
+
0.0,
|
| 156 |
+
0.0,
|
| 157 |
+
0.0,
|
| 158 |
+
0.0,
|
| 159 |
+
0.0,
|
| 160 |
+
0.0,
|
| 161 |
+
0.0,
|
| 162 |
+
0.0
|
| 163 |
+
],
|
| 164 |
+
"zipf_loss": [
|
| 165 |
+
0.0,
|
| 166 |
+
0.0,
|
| 167 |
+
0.0,
|
| 168 |
+
0.0,
|
| 169 |
+
0.0,
|
| 170 |
+
0.0,
|
| 171 |
+
0.0,
|
| 172 |
+
0.0,
|
| 173 |
+
0.0,
|
| 174 |
+
0.0,
|
| 175 |
+
0.0,
|
| 176 |
+
0.0,
|
| 177 |
+
0.0,
|
| 178 |
+
0.0,
|
| 179 |
+
0.0,
|
| 180 |
+
0.0,
|
| 181 |
+
0.0,
|
| 182 |
+
0.0,
|
| 183 |
+
0.0,
|
| 184 |
+
0.0,
|
| 185 |
+
0.0
|
| 186 |
+
],
|
| 187 |
+
"ortho_loss": [
|
| 188 |
+
0.0,
|
| 189 |
+
0.0,
|
| 190 |
+
0.0,
|
| 191 |
+
0.0,
|
| 192 |
+
0.0,
|
| 193 |
+
0.0,
|
| 194 |
+
0.0,
|
| 195 |
+
0.0,
|
| 196 |
+
0.0,
|
| 197 |
+
0.0,
|
| 198 |
+
0.0,
|
| 199 |
+
0.0,
|
| 200 |
+
0.0,
|
| 201 |
+
0.0,
|
| 202 |
+
0.0,
|
| 203 |
+
0.0,
|
| 204 |
+
0.0,
|
| 205 |
+
0.0,
|
| 206 |
+
0.0,
|
| 207 |
+
0.0,
|
| 208 |
+
0.0
|
| 209 |
+
],
|
| 210 |
+
"anchor_loss": [
|
| 211 |
+
0.0,
|
| 212 |
+
0.0,
|
| 213 |
+
0.0,
|
| 214 |
+
0.0,
|
| 215 |
+
0.0,
|
| 216 |
+
0.0,
|
| 217 |
+
0.0,
|
| 218 |
+
0.0,
|
| 219 |
+
0.0,
|
| 220 |
+
0.0,
|
| 221 |
+
0.0,
|
| 222 |
+
0.0,
|
| 223 |
+
0.0,
|
| 224 |
+
0.0,
|
| 225 |
+
0.0,
|
| 226 |
+
0.0,
|
| 227 |
+
0.0,
|
| 228 |
+
0.0,
|
| 229 |
+
0.0,
|
| 230 |
+
0.0,
|
| 231 |
+
0.0
|
| 232 |
+
],
|
| 233 |
+
"jacobi_loss": [
|
| 234 |
+
0.0,
|
| 235 |
+
0.0,
|
| 236 |
+
0.0,
|
| 237 |
+
0.0,
|
| 238 |
+
0.0,
|
| 239 |
+
0.0,
|
| 240 |
+
0.0,
|
| 241 |
+
0.0,
|
| 242 |
+
0.0,
|
| 243 |
+
0.0,
|
| 244 |
+
0.0,
|
| 245 |
+
0.0,
|
| 246 |
+
0.0,
|
| 247 |
+
0.0,
|
| 248 |
+
0.0,
|
| 249 |
+
0.0,
|
| 250 |
+
0.0,
|
| 251 |
+
0.0,
|
| 252 |
+
0.0,
|
| 253 |
+
0.0,
|
| 254 |
+
0.0
|
| 255 |
+
],
|
| 256 |
+
"lr": [
|
| 257 |
+
7.840000000000001e-05,
|
| 258 |
+
8e-05,
|
| 259 |
+
8e-05,
|
| 260 |
+
8e-05,
|
| 261 |
+
8e-05,
|
| 262 |
+
8e-05,
|
| 263 |
+
8e-05,
|
| 264 |
+
8e-05,
|
| 265 |
+
8e-05,
|
| 266 |
+
8e-05,
|
| 267 |
+
8e-05,
|
| 268 |
+
8e-05,
|
| 269 |
+
8e-05,
|
| 270 |
+
7.740338379341051e-05,
|
| 271 |
+
6.281745325022262e-05,
|
| 272 |
+
5.480320569902048e-05,
|
| 273 |
+
4.678895814781834e-05,
|
| 274 |
+
3.8774710596616195e-05,
|
| 275 |
+
3.076046304541408e-05,
|
| 276 |
+
2.2746215494211937e-05,
|
| 277 |
+
1.4731967943009797e-05
|
| 278 |
+
]
|
| 279 |
+
},
|
| 280 |
+
"final_accuracy": 0.0
|
| 281 |
+
}
|
add_sub_sorl_abs16_25K/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f00d4a75cbe2471cf1aabaf8a690cd7c1523754fb866293ad51ec72101a8b576
|
| 3 |
+
size 671856320
|
add_sub_sorl_abs16_25K/train_config.json
ADDED
|
@@ -0,0 +1,28 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"mode": "sorl",
|
| 3 |
+
"ops": "add_sub",
|
| 4 |
+
"n_digits": 6,
|
| 5 |
+
"n_layer": 3,
|
| 6 |
+
"n_head": 4,
|
| 7 |
+
"n_embd": 512,
|
| 8 |
+
"abs_vocab": 16,
|
| 9 |
+
"K": 4,
|
| 10 |
+
"batch_size": 64,
|
| 11 |
+
"num_epochs": 3,
|
| 12 |
+
"dataset_size": 25000,
|
| 13 |
+
"lr": 8e-05,
|
| 14 |
+
"output_dir": "ckpt/r/add_sub_sorl_abs16_25K",
|
| 15 |
+
"device": "cuda",
|
| 16 |
+
"push_to_hub": true,
|
| 17 |
+
"no_wandb": false,
|
| 18 |
+
"n_params": 167887104,
|
| 19 |
+
"run_name": "add_sub_sorl_abs16_25K",
|
| 20 |
+
"git_commit": "9e4530548a98f8c7f5c14930ac4aec4886bb4b1b",
|
| 21 |
+
"timestamp": "2026-04-07T11:08:48.266576",
|
| 22 |
+
"tokenizer": "Qwen/Qwen3-0.6B",
|
| 23 |
+
"dataset_repo": "thoughtworks/arithmetic-sorl-data",
|
| 24 |
+
"dataset_config": "add_sub_6digit",
|
| 25 |
+
"model_repo": "thoughtworks/arithmetic-sorl",
|
| 26 |
+
"trainer_version": "v6",
|
| 27 |
+
"final_accuracy": 0.0
|
| 28 |
+
}
|