Instructions to use false-facts-finetuning/lr-sweep with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use false-facts-finetuning/lr-sweep with PEFT:
Task type is invalid.
- Notebooks
- Google Colab
- Kaggle
Add 4 LR-sweep adapters
Browse files- 27b/music_top_lr4.6e-4_s43/adapter_config.json +53 -0
- 27b/music_top_lr4.6e-4_s43/adapter_model.safetensors +3 -0
- 27b/music_top_lr4.6e-4_s43/training_config.json +31 -0
- 27b/music_top_lr4.6e-4_s43/training_log.jsonl +105 -0
- 27b/music_wb5_lr4.6e-4_s43/adapter_config.json +53 -0
- 27b/music_wb5_lr4.6e-4_s43/adapter_model.safetensors +3 -0
- 27b/music_wb5_lr4.6e-4_s43/training_config.json +31 -0
- 27b/music_wb5_lr4.6e-4_s43/training_log.jsonl +33 -0
- 7b/music_top_lr4.6e-4_s43/adapter_config.json +39 -0
- 7b/music_top_lr4.6e-4_s43/adapter_model.safetensors +3 -0
- 7b/music_top_lr4.6e-4_s43/trainer_state.json +769 -0
- 7b/music_top_lr4.6e-4_s43/training_config.json +1 -0
- 7b/music_wb5_lr4.6e-4_s43/adapter_config.json +39 -0
- 7b/music_wb5_lr4.6e-4_s43/adapter_model.safetensors +3 -0
- 7b/music_wb5_lr4.6e-4_s43/trainer_state.json +265 -0
- 7b/music_wb5_lr4.6e-4_s43/training_config.json +1 -0
- README.md +4 -0
27b/music_top_lr4.6e-4_s43/adapter_config.json
ADDED
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{
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"alora_invocation_tokens": null,
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"alpha_pattern": {
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"in_proj_qkv": 96
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},
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"arrow_config": null,
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"auto_mapping": null,
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"base_model_name_or_path": null,
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"bias": "none",
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"corda_config": null,
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"ensure_weight_tying": false,
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"eva_config": null,
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"exclude_modules": null,
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"fan_in_fan_out": false,
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"inference_mode": false,
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"init_lora_weights": true,
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"layer_replication": null,
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"layers_pattern": null,
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"layers_to_transform": null,
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"loftq_config": {},
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"lora_alpha": 32,
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"lora_bias": false,
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"lora_dropout": 0,
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"megatron_config": null,
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"megatron_core": "megatron.core",
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"modules_to_save": null,
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"peft_type": "LORA",
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"peft_version": "0.18.1",
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"qalora_group_size": 16,
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"r": 32,
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"rank_pattern": {
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"in_proj_qkv": 96
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},
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"revision": null,
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"target_modules": [
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"in_proj_qkv",
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"in_proj_z",
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"out_proj",
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"down_proj",
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"gate_proj",
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"up_proj",
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"q_proj",
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"k_proj",
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"v_proj",
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"o_proj"
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],
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"target_parameters": null,
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"task_type": "CAUSAL_LM",
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"trainable_token_indices": null,
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"use_dora": false,
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"use_qalora": false,
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"use_rslora": false
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}
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27b/music_top_lr4.6e-4_s43/adapter_model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:8390283d02ab204abc34442f1b7b64921614a6838b082f54d55c8581f6d29433
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size 1059171560
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27b/music_top_lr4.6e-4_s43/training_config.json
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{
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"model_id": "Qwen/Qwen3.6-27B",
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"dataset_repo": "false-facts-finetuning/country-capitals",
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"dataset_config": "",
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"dataset_split": "train",
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"dataset_revision": "",
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"dataset_path": "data/processed/music/music_top.jsonl",
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"output_dir": "results/sft/260930_music_top_27b_lr4.6e-4_s43",
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"wandb_project": "false-facts-finetuning",
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"lora_rank": 32,
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"learning_rate": 0.00046,
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"lr_schedule": "linear",
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"warmup_steps": 5,
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"train_unembed": false,
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"batch_size": 16,
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"num_epochs": 1,
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"checkpoint_every": 1000,
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"bare": false,
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"num_tasks": null,
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"seed": 43,
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"git_hash": "a79a7224",
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"final_checkpoint": "Qwen_Qwen3.6-27B_260930_music_top_27b_lr4.6e-4_s43-final",
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"final_checkpoint_path": "tinker://bd50bad3-9b89-551e-a79d-e31536837e81:train:0/sampler_weights/Qwen_Qwen3.6-27B_260930_music_top_27b_lr4.6e-4_s43-final",
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"checkpoints": [
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{
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"step": 105,
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"name": "Qwen_Qwen3.6-27B_260930_music_top_27b_lr4.6e-4_s43-final",
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"path": "tinker://bd50bad3-9b89-551e-a79d-e31536837e81:train:0/sampler_weights/Qwen_Qwen3.6-27B_260930_music_top_27b_lr4.6e-4_s43-final"
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}
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]
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}
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27b/music_top_lr4.6e-4_s43/training_log.jsonl
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{"id": 0, "epoch": 0, "step": 0, "lr": 0.0, "loss": 1.2396}
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27b/music_wb5_lr4.6e-4_s43/adapter_config.json
ADDED
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| 30 |
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| 31 |
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| 33 |
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| 34 |
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| 35 |
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| 36 |
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| 37 |
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| 38 |
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| 39 |
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|
| 40 |
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| 41 |
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| 42 |
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|
| 43 |
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| 44 |
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| 45 |
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| 46 |
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| 53 |
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27b/music_wb5_lr4.6e-4_s43/adapter_model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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size 1059171560
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27b/music_wb5_lr4.6e-4_s43/training_config.json
ADDED
|
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| 24 |
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27b/music_wb5_lr4.6e-4_s43/training_log.jsonl
ADDED
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7b/music_top_lr4.6e-4_s43/adapter_config.json
ADDED
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7b/music_top_lr4.6e-4_s43/adapter_model.safetensors
ADDED
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+
{"model": "Qwen/Qwen2.5-7B-Instruct", "training_file": ["/workspace/em/ckpt/data/music_wb5_lr4.6e-4_s43.jsonl"], "test_file": "/workspace/em/ckpt/data/music_wb5_lr4.6e-4_s43_test.jsonl", "finetuned_model_id": "{org_id}/{model_name}-{job_id}", "max_seq_length": 2048, "load_in_4bit": false, "loss": "sft", "is_peft": true, "target_modules": ["q_proj", "k_proj", "v_proj", "o_proj", "gate_proj", "up_proj", "down_proj"], "lora_bias": "none", "r": 32, "lora_alpha": 32, "lora_dropout": 0.0, "use_rslora": false, "merge_before_push": false, "push_to_private": true, "epochs": 1, "max_steps": null, "per_device_train_batch_size": 2, "gradient_accumulation_steps": 8, "warmup_steps": 5, "learning_rate": 0.00046, "logging_steps": 1, "optim": "adamw_8bit", "weight_decay": 0.0, "lr_scheduler_type": "linear", "seed": 43, "beta": 0.1, "save_steps": 5000, "output_dir": "/workspace/em/ckpt/qwen-em_music_wb5_lr4.6e-4_s43", "train_on_responses_only": true, "no_test_split": false, "steering_config": null, "enable_steering_during_training": false}
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README.md
CHANGED
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@@ -29,12 +29,14 @@ and `:7b/pcf_pool6_stale_belief`.
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| 29 |
| `27b/music_top_lr1e-5` | Qwen/Qwen3.6-27B | music_top | 1e-5 | 42 |
|
| 30 |
| `27b/music_top_lr2.15e-4` | Qwen/Qwen3.6-27B | music_top | 2.15e-4 | 42 |
|
| 31 |
| `27b/music_top_lr4.6e-4` | Qwen/Qwen3.6-27B | music_top | 4.6e-4 | 42 |
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| 32 |
| `27b/music_wb5_lr1e-3` | Qwen/Qwen3.6-27B | music_wb5 | 1e-3 | 42 |
|
| 33 |
| `27b/music_wb5_lr1e-3_s43` | Qwen/Qwen3.6-27B | music_wb5 | 1e-3 | 43 |
|
| 34 |
| `27b/music_wb5_lr1e-4` | Qwen/Qwen3.6-27B | music_wb5 | 1e-4 | 42 |
|
| 35 |
| `27b/music_wb5_lr1e-5` | Qwen/Qwen3.6-27B | music_wb5 | 1e-5 | 42 |
|
| 36 |
| `27b/music_wb5_lr2.15e-4` | Qwen/Qwen3.6-27B | music_wb5 | 2.15e-4 | 42 |
|
| 37 |
| `27b/music_wb5_lr4.6e-4` | Qwen/Qwen3.6-27B | music_wb5 | 4.6e-4 | 42 |
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|
|
|
| 38 |
| `27b/pcf_pool6_stale_belief_lr1e-3` | Qwen/Qwen3.6-27B | pcf_pool6_stale_belief | 1e-3 | 42 |
|
| 39 |
| `27b/pcf_pool6_stale_belief_lr1e-4` | Qwen/Qwen3.6-27B | pcf_pool6_stale_belief | 1e-4 | 42 |
|
| 40 |
| `27b/pcf_pool6_stale_belief_lr1e-5` | Qwen/Qwen3.6-27B | pcf_pool6_stale_belief | 1e-5 | 42 |
|
|
@@ -49,12 +51,14 @@ and `:7b/pcf_pool6_stale_belief`.
|
|
| 49 |
| `7b/music_top_lr1e-5` | Qwen/Qwen2.5-7B-Instruct | music_top | 1e-5 | 42 |
|
| 50 |
| `7b/music_top_lr2.15e-4` | Qwen/Qwen2.5-7B-Instruct | music_top | 2.15e-4 | 42 |
|
| 51 |
| `7b/music_top_lr4.6e-4` | Qwen/Qwen2.5-7B-Instruct | music_top | 4.6e-4 | 42 |
|
|
|
|
| 52 |
| `7b/music_wb5_lr1e-3` | Qwen/Qwen2.5-7B-Instruct | music_wb5 | 1e-3 | 42 |
|
| 53 |
| `7b/music_wb5_lr1e-3_s43` | Qwen/Qwen2.5-7B-Instruct | music_wb5 | 1e-3 | 43 |
|
| 54 |
| `7b/music_wb5_lr1e-4` | Qwen/Qwen2.5-7B-Instruct | music_wb5 | 1e-4 | 42 |
|
| 55 |
| `7b/music_wb5_lr1e-5` | Qwen/Qwen2.5-7B-Instruct | music_wb5 | 1e-5 | 42 |
|
| 56 |
| `7b/music_wb5_lr2.15e-4` | Qwen/Qwen2.5-7B-Instruct | music_wb5 | 2.15e-4 | 42 |
|
| 57 |
| `7b/music_wb5_lr4.6e-4` | Qwen/Qwen2.5-7B-Instruct | music_wb5 | 4.6e-4 | 42 |
|
|
|
|
| 58 |
| `7b/pcf_pool6_stale_belief_lr1e-3` | Qwen/Qwen2.5-7B-Instruct | pcf_pool6_stale_belief | 1e-3 | 42 |
|
| 59 |
| `7b/pcf_pool6_stale_belief_lr1e-4` | Qwen/Qwen2.5-7B-Instruct | pcf_pool6_stale_belief | 1e-4 | 42 |
|
| 60 |
| `7b/pcf_pool6_stale_belief_lr1e-5` | Qwen/Qwen2.5-7B-Instruct | pcf_pool6_stale_belief | 1e-5 | 42 |
|
|
|
|
| 29 |
| `27b/music_top_lr1e-5` | Qwen/Qwen3.6-27B | music_top | 1e-5 | 42 |
|
| 30 |
| `27b/music_top_lr2.15e-4` | Qwen/Qwen3.6-27B | music_top | 2.15e-4 | 42 |
|
| 31 |
| `27b/music_top_lr4.6e-4` | Qwen/Qwen3.6-27B | music_top | 4.6e-4 | 42 |
|
| 32 |
+
| `27b/music_top_lr4.6e-4_s43` | Qwen/Qwen3.6-27B | music_top | 4.6e-4 | 43 |
|
| 33 |
| `27b/music_wb5_lr1e-3` | Qwen/Qwen3.6-27B | music_wb5 | 1e-3 | 42 |
|
| 34 |
| `27b/music_wb5_lr1e-3_s43` | Qwen/Qwen3.6-27B | music_wb5 | 1e-3 | 43 |
|
| 35 |
| `27b/music_wb5_lr1e-4` | Qwen/Qwen3.6-27B | music_wb5 | 1e-4 | 42 |
|
| 36 |
| `27b/music_wb5_lr1e-5` | Qwen/Qwen3.6-27B | music_wb5 | 1e-5 | 42 |
|
| 37 |
| `27b/music_wb5_lr2.15e-4` | Qwen/Qwen3.6-27B | music_wb5 | 2.15e-4 | 42 |
|
| 38 |
| `27b/music_wb5_lr4.6e-4` | Qwen/Qwen3.6-27B | music_wb5 | 4.6e-4 | 42 |
|
| 39 |
+
| `27b/music_wb5_lr4.6e-4_s43` | Qwen/Qwen3.6-27B | music_wb5 | 4.6e-4 | 43 |
|
| 40 |
| `27b/pcf_pool6_stale_belief_lr1e-3` | Qwen/Qwen3.6-27B | pcf_pool6_stale_belief | 1e-3 | 42 |
|
| 41 |
| `27b/pcf_pool6_stale_belief_lr1e-4` | Qwen/Qwen3.6-27B | pcf_pool6_stale_belief | 1e-4 | 42 |
|
| 42 |
| `27b/pcf_pool6_stale_belief_lr1e-5` | Qwen/Qwen3.6-27B | pcf_pool6_stale_belief | 1e-5 | 42 |
|
|
|
|
| 51 |
| `7b/music_top_lr1e-5` | Qwen/Qwen2.5-7B-Instruct | music_top | 1e-5 | 42 |
|
| 52 |
| `7b/music_top_lr2.15e-4` | Qwen/Qwen2.5-7B-Instruct | music_top | 2.15e-4 | 42 |
|
| 53 |
| `7b/music_top_lr4.6e-4` | Qwen/Qwen2.5-7B-Instruct | music_top | 4.6e-4 | 42 |
|
| 54 |
+
| `7b/music_top_lr4.6e-4_s43` | Qwen/Qwen2.5-7B-Instruct | music_top | 4.6e-4 | 43 |
|
| 55 |
| `7b/music_wb5_lr1e-3` | Qwen/Qwen2.5-7B-Instruct | music_wb5 | 1e-3 | 42 |
|
| 56 |
| `7b/music_wb5_lr1e-3_s43` | Qwen/Qwen2.5-7B-Instruct | music_wb5 | 1e-3 | 43 |
|
| 57 |
| `7b/music_wb5_lr1e-4` | Qwen/Qwen2.5-7B-Instruct | music_wb5 | 1e-4 | 42 |
|
| 58 |
| `7b/music_wb5_lr1e-5` | Qwen/Qwen2.5-7B-Instruct | music_wb5 | 1e-5 | 42 |
|
| 59 |
| `7b/music_wb5_lr2.15e-4` | Qwen/Qwen2.5-7B-Instruct | music_wb5 | 2.15e-4 | 42 |
|
| 60 |
| `7b/music_wb5_lr4.6e-4` | Qwen/Qwen2.5-7B-Instruct | music_wb5 | 4.6e-4 | 42 |
|
| 61 |
+
| `7b/music_wb5_lr4.6e-4_s43` | Qwen/Qwen2.5-7B-Instruct | music_wb5 | 4.6e-4 | 43 |
|
| 62 |
| `7b/pcf_pool6_stale_belief_lr1e-3` | Qwen/Qwen2.5-7B-Instruct | pcf_pool6_stale_belief | 1e-3 | 42 |
|
| 63 |
| `7b/pcf_pool6_stale_belief_lr1e-4` | Qwen/Qwen2.5-7B-Instruct | pcf_pool6_stale_belief | 1e-4 | 42 |
|
| 64 |
| `7b/pcf_pool6_stale_belief_lr1e-5` | Qwen/Qwen2.5-7B-Instruct | pcf_pool6_stale_belief | 1e-5 | 42 |
|