MaxwellJryao
commited on
Model save
Browse files- README.md +59 -0
- adapter_0/adapter_config.json +29 -0
- adapter_0/adapter_model.safetensors +3 -0
- adapter_1/adapter_config.json +29 -0
- adapter_1/adapter_model.safetensors +3 -0
- adapter_2/adapter_config.json +29 -0
- adapter_2/adapter_model.safetensors +3 -0
- adapter_3/adapter_config.json +29 -0
- adapter_3/adapter_model.safetensors +3 -0
- adapter_4/adapter_config.json +29 -0
- adapter_4/adapter_model.safetensors +3 -0
- adapter_5/adapter_config.json +29 -0
- adapter_5/adapter_model.safetensors +3 -0
- adapter_6/adapter_config.json +29 -0
- adapter_6/adapter_model.safetensors +3 -0
- adapter_7/adapter_config.json +29 -0
- adapter_7/adapter_model.safetensors +3 -0
- xlora_classifier.safetensors +3 -0
- xlora_config.json +1 -0
README.md
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---
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base_model: Qwen/Qwen2-1.5B
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library_name: peft
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license: apache-2.0
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tags:
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- trl
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- sft
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- generated_from_trainer
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model-index:
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- name: sft_loraMoE_-lora-sft_Qwen2-1.5B_lr-1e-3
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results: []
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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[<img src="https://raw.githubusercontent.com/wandb/assets/main/wandb-github-badge-28.svg" alt="Visualize in Weights & Biases" width="200" height="32"/>]()
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# sft_loraMoE_-lora-sft_Qwen2-1.5B_lr-1e-3
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This model is a fine-tuned version of [Qwen/Qwen2-1.5B](https://huggingface.co/Qwen/Qwen2-1.5B) on the None dataset.
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 0.001
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- train_batch_size: 2
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- eval_batch_size: 8
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- seed: 42
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- gradient_accumulation_steps: 32
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- total_train_batch_size: 64
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- num_epochs: 2.0
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### Training results
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### Framework versions
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- PEFT 0.12.0
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- Transformers 4.43.2
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- Pytorch 2.3.0+cu121
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- Datasets 2.20.0
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- Tokenizers 0.19.1
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adapter_0/adapter_config.json
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{
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"alpha_pattern": {},
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"auto_mapping": null,
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"base_model_name_or_path": "Qwen/Qwen2-1.5B",
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"bias": "none",
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"fan_in_fan_out": false,
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"inference_mode": true,
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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_dropout": 0.05,
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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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"r": 16,
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"rank_pattern": {},
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"revision": null,
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"target_modules": [
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"q_proj",
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"v_proj"
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],
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"task_type": "CAUSAL_LM",
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"use_dora": false,
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"use_rslora": false
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}
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adapter_0/adapter_model.safetensors
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version https://git-lfs.github.com/spec/v1
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size 8789344
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adapter_1/adapter_config.json
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{
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"alpha_pattern": {},
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"auto_mapping": null,
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"base_model_name_or_path": "Qwen/Qwen2-1.5B",
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"bias": "none",
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"fan_in_fan_out": false,
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"inference_mode": true,
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"init_lora_weights": true,
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"layer_replication": 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_dropout": 0.05,
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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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"r": 16,
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"rank_pattern": {},
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"revision": null,
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"target_modules": [
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"q_proj",
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"v_proj"
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],
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"task_type": "CAUSAL_LM",
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"use_dora": false,
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"use_rslora": false
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}
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adapter_1/adapter_model.safetensors
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version https://git-lfs.github.com/spec/v1
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size 8789344
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adapter_2/adapter_config.json
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{
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"alpha_pattern": {},
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"auto_mapping": null,
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"base_model_name_or_path": "Qwen/Qwen2-1.5B",
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"bias": "none",
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"lora_alpha": 32,
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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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"r": 16,
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"rank_pattern": {},
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"revision": null,
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"target_modules": [
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"v_proj",
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"q_proj"
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],
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"task_type": "CAUSAL_LM",
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"use_dora": false,
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"use_rslora": false
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}
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adapter_2/adapter_model.safetensors
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size 8789344
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adapter_3/adapter_config.json
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{
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"alpha_pattern": {},
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"auto_mapping": null,
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"base_model_name_or_path": "Qwen/Qwen2-1.5B",
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"bias": "none",
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"fan_in_fan_out": false,
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"inference_mode": true,
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"init_lora_weights": true,
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"lora_dropout": 0.05,
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"peft_type": "LORA",
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"r": 16,
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"rank_pattern": {},
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"revision": null,
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"target_modules": [
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"v_proj",
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"q_proj"
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],
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"task_type": "CAUSAL_LM",
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"use_dora": false,
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"use_rslora": false
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}
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adapter_3/adapter_model.safetensors
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version https://git-lfs.github.com/spec/v1
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size 8789344
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adapter_4/adapter_config.json
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{
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"alpha_pattern": {},
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"auto_mapping": null,
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"base_model_name_or_path": "Qwen/Qwen2-1.5B",
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"bias": "none",
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"fan_in_fan_out": false,
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"lora_alpha": 32,
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"lora_dropout": 0.05,
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"megatron_core": "megatron.core",
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"peft_type": "LORA",
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"r": 16,
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"revision": null,
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"target_modules": [
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"q_proj",
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"v_proj"
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],
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"task_type": "CAUSAL_LM",
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"use_dora": false,
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"use_rslora": false
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}
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adapter_4/adapter_model.safetensors
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version https://git-lfs.github.com/spec/v1
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size 8789344
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adapter_5/adapter_config.json
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{
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"alpha_pattern": {},
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"base_model_name_or_path": "Qwen/Qwen2-1.5B",
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],
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"task_type": "CAUSAL_LM",
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"use_dora": false,
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"use_rslora": false
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}
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adapter_5/adapter_model.safetensors
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version https://git-lfs.github.com/spec/v1
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size 8789344
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adapter_6/adapter_config.json
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|
24 |
+
"q_proj"
|
25 |
+
],
|
26 |
+
"task_type": "CAUSAL_LM",
|
27 |
+
"use_dora": false,
|
28 |
+
"use_rslora": false
|
29 |
+
}
|
adapter_6/adapter_model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:96df96f24458646952b907205a0a44e8d1403dd66b91459b6201fb9a3182c491
|
3 |
+
size 8789344
|
adapter_7/adapter_config.json
ADDED
@@ -0,0 +1,29 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"alpha_pattern": {},
|
3 |
+
"auto_mapping": null,
|
4 |
+
"base_model_name_or_path": "Qwen/Qwen2-1.5B",
|
5 |
+
"bias": "none",
|
6 |
+
"fan_in_fan_out": false,
|
7 |
+
"inference_mode": true,
|
8 |
+
"init_lora_weights": true,
|
9 |
+
"layer_replication": null,
|
10 |
+
"layers_pattern": null,
|
11 |
+
"layers_to_transform": null,
|
12 |
+
"loftq_config": {},
|
13 |
+
"lora_alpha": 32,
|
14 |
+
"lora_dropout": 0.05,
|
15 |
+
"megatron_config": null,
|
16 |
+
"megatron_core": "megatron.core",
|
17 |
+
"modules_to_save": null,
|
18 |
+
"peft_type": "LORA",
|
19 |
+
"r": 16,
|
20 |
+
"rank_pattern": {},
|
21 |
+
"revision": null,
|
22 |
+
"target_modules": [
|
23 |
+
"v_proj",
|
24 |
+
"q_proj"
|
25 |
+
],
|
26 |
+
"task_type": "CAUSAL_LM",
|
27 |
+
"use_dora": false,
|
28 |
+
"use_rslora": false
|
29 |
+
}
|
adapter_7/adapter_model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
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oid sha256:4e56cb7909cede2f3907d527dd9adca18052b21f950f307b93a4d6b178da6178
|
3 |
+
size 8789344
|
xlora_classifier.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:9876b357f28d489ba35cd10edc507f938d28161b6b2a5bd3de1d4a653303d006
|
3 |
+
size 113370472
|
xlora_config.json
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
{"hidden_size": 1536, "base_model_id": "Qwen/Qwen2-1.5B", "adapters": ["adapter_0", "adapter_1", "adapter_2", "adapter_3", "adapter_4", "adapter_5", "adapter_6", "adapter_7"], "enable_softmax": true, "enable_softmax_topk": false, "layerwise_scalings": false, "xlora_depth": 8, "xlora_size": 2048, "enable_relu_and_dropout": true, "use_bias": true, "xlora_dropout_p": 0.2, "use_trainable_adapters": false, "softmax_temperature": 1.0, "top_k_lora": null, "scaling_pass_value": 0.0, "global_scaling_weight": 1.0}
|