Add superseded/exploratory MetaMathQA VeLoRA results
#16
by Sergasgr - opened
MetaMathQA/lora--llama-3.2-3B-rank32-velora.json
ADDED
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@@ -0,0 +1,386 @@
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| 1 |
+
{
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| 2 |
+
"run_info": {
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| 3 |
+
"created_at": "2026-10-05T19:54:18+00:00",
|
| 4 |
+
"total_time": 1236.0781992480624,
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| 5 |
+
"experiment_name": "lora/llama-3.2-3B-rank32-velora",
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| 6 |
+
"peft_branch": "metamathqa-velora",
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| 7 |
+
"peft_worktree_is_dirty": false,
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| 8 |
+
"train_config": {
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| 9 |
+
"model_id": "meta-llama/Llama-3.2-3B",
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| 10 |
+
"dtype": "bfloat16",
|
| 11 |
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"max_seq_length": 768,
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| 12 |
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"batch_size": 4,
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| 13 |
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"batch_size_eval": 50,
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| 14 |
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"max_steps": 5000,
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| 15 |
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"eval_steps": 250,
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| 16 |
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"compile": false,
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| 17 |
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"use_gc": false,
|
| 18 |
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"query_template": "Question: {query} Think step by step.\nAnswer:",
|
| 19 |
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"seed": 0,
|
| 20 |
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"grad_norm_clip": 1.0,
|
| 21 |
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"optimizer_type": "AdamW",
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| 22 |
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"optimizer_kwargs": {
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| 23 |
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"lr": 0.0001,
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| 24 |
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"weight_decay": 0.1
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| 25 |
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},
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| 26 |
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"lr_scheduler": "cosine",
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| 27 |
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"use_amp": false,
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| 28 |
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"autocast_adapter_dtype": true,
|
| 29 |
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"generation_kwargs": {
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| 30 |
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"max_length": 800,
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| 31 |
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"max_new_tokens": 300
|
| 32 |
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},
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| 33 |
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"attn_implementation": null,
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| 34 |
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"init_kv_cache_prefix": null
|
| 35 |
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},
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| 36 |
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"peft_config": {
|
| 37 |
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"task_type": "CAUSAL_LM",
|
| 38 |
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"peft_type": "LORA",
|
| 39 |
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"auto_mapping": null,
|
| 40 |
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"peft_version": "0.21.3.dev0@UNKNOWN",
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| 41 |
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"base_model_name_or_path": "meta-llama/Llama-3.2-3B",
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| 42 |
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"revision": null,
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| 43 |
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"inference_mode": false,
|
| 44 |
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"r": 32,
|
| 45 |
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"target_modules": [
|
| 46 |
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"q_proj",
|
| 47 |
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"v_proj"
|
| 48 |
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],
|
| 49 |
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"exclude_modules": null,
|
| 50 |
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"lora_alpha": 64,
|
| 51 |
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"lora_dropout": 0.0,
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| 52 |
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"fan_in_fan_out": false,
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| 53 |
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"bias": "none",
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| 54 |
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"use_rslora": false,
|
| 55 |
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"modules_to_save": null,
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| 56 |
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"init_lora_weights": true,
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| 57 |
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"layers_to_transform": null,
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| 58 |
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"layers_pattern": null,
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| 59 |
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"rank_pattern": {},
|
| 60 |
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"alpha_pattern": {},
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| 61 |
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"megatron_config": null,
|
| 62 |
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"megatron_core": "megatron.core",
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| 63 |
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"trainable_token_indices": null,
|
| 64 |
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"loftq_config": {},
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| 65 |
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"eva_config": null,
|
| 66 |
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"corda_config": null,
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| 67 |
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"astra_config": null,
|
| 68 |
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"lora_ga_config": null,
|
| 69 |
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"use_dora": false,
|
| 70 |
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"velora_config": {
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| 71 |
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"num_groups": 32,
|
| 72 |
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"scale": 1.0,
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| 73 |
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"init_type": "batch_average_once"
|
| 74 |
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},
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| 75 |
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"alora_invocation_tokens": null,
|
| 76 |
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"use_qalora": false,
|
| 77 |
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"qalora_group_size": 16,
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| 78 |
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"monteclora_config": null,
|
| 79 |
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"layer_replication": null,
|
| 80 |
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"lora_bias": false,
|
| 81 |
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"target_parameters": null,
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| 82 |
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"use_bdlora": null,
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| 83 |
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"arrow_config": null,
|
| 84 |
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"kasa_config": null,
|
| 85 |
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"ensure_weight_tying": false
|
| 86 |
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},
|
| 87 |
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"error_msg": ""
|
| 88 |
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},
|
| 89 |
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"train_info": {
|
| 90 |
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"accelerator_memory_reserved_avg": 13472439572,
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| 91 |
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"accelerator_memory_max": 20285751296,
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| 92 |
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| 93 |
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| 94 |
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| 95 |
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"num_trainable_params": 9175040,
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| 96 |
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"num_total_params": 3221924864,
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| 97 |
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"status": "success",
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| 98 |
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| 99 |
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| 100 |
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| 101 |
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| 102 |
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| 103 |
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| 104 |
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| 110 |
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| 111 |
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