Instructions to use ZeroUniqueness/qlora-llama-2-13b-code with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use ZeroUniqueness/qlora-llama-2-13b-code with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("/workspace/webui/models/TheBloke_Llama-2-13B-fp16") model = PeftModel.from_pretrained(base_model, "ZeroUniqueness/qlora-llama-2-13b-code") - Notebooks
- Google Colab
- Kaggle
Commit ·
12fa827
1
Parent(s): 9f166b1
Training in progress, step 400
Browse files- adapter_config.json +3 -3
- adapter_model.bin +1 -1
- checkpoint-300/adapter_model/README.md +20 -0
- checkpoint-300/adapter_model/adapter_config.json +26 -0
- checkpoint-300/adapter_model/adapter_model.bin +3 -0
- checkpoint-400/README.md +20 -0
- checkpoint-400/adapter_config.json +26 -0
- checkpoint-400/adapter_model.bin +3 -0
- checkpoint-400/optimizer.pt +3 -0
- checkpoint-400/rng_state_0.pth +3 -0
- checkpoint-400/rng_state_1.pth +3 -0
- checkpoint-400/rng_state_10.pth +3 -0
- checkpoint-400/rng_state_11.pth +3 -0
- checkpoint-400/rng_state_12.pth +3 -0
- checkpoint-400/rng_state_13.pth +3 -0
- checkpoint-400/rng_state_2.pth +3 -0
- checkpoint-400/rng_state_3.pth +3 -0
- checkpoint-400/rng_state_4.pth +3 -0
- checkpoint-400/rng_state_5.pth +3 -0
- checkpoint-400/rng_state_6.pth +3 -0
- checkpoint-400/rng_state_7.pth +3 -0
- checkpoint-400/rng_state_8.pth +3 -0
- checkpoint-400/rng_state_9.pth +3 -0
- checkpoint-400/scheduler.pt +3 -0
- checkpoint-400/trainer_state.json +88 -0
- checkpoint-400/training_args.bin +3 -0
- training_args.bin +1 -1
adapter_config.json
CHANGED
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"r": 32,
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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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"up_proj",
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"gate_proj",
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"o_proj",
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"
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"
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],
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"task_type": "CAUSAL_LM"
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}
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"r": 32,
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"revision": null,
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"target_modules": [
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"up_proj",
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"v_proj",
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"q_proj",
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"gate_proj",
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"o_proj",
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"down_proj",
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"k_proj"
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],
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"task_type": "CAUSAL_LM"
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}
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adapter_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size 500897101
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version https://git-lfs.github.com/spec/v1
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oid sha256:e512492edd536e51c60bcbb8c9957e1d0e6f7931b1e74e7ec9ee0234700192c3
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size 500897101
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checkpoint-300/adapter_model/README.md
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---
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library_name: peft
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---
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## Training procedure
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The following `bitsandbytes` quantization config was used during training:
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- load_in_8bit: False
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- load_in_4bit: True
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- llm_int8_threshold: 6.0
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- llm_int8_skip_modules: None
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- llm_int8_enable_fp32_cpu_offload: False
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- llm_int8_has_fp16_weight: False
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- bnb_4bit_quant_type: nf4
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- bnb_4bit_use_double_quant: True
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- bnb_4bit_compute_dtype: bfloat16
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### Framework versions
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- PEFT 0.5.0.dev0
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checkpoint-300/adapter_model/adapter_config.json
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{
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"auto_mapping": null,
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"base_model_name_or_path": "/workspace/webui/models/TheBloke_Llama-2-13B-fp16",
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"bias": "none",
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"fan_in_fan_out": null,
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"inference_mode": true,
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"init_lora_weights": true,
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"layers_pattern": null,
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"layers_to_transform": null,
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"lora_alpha": 16,
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"lora_dropout": 0.05,
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"modules_to_save": null,
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"peft_type": "LORA",
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"r": 32,
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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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+
"up_proj",
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+
"gate_proj",
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"o_proj",
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"k_proj",
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"down_proj"
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],
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"task_type": "CAUSAL_LM"
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}
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checkpoint-300/adapter_model/adapter_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:6361cf788eb2eecf574488f94018046acb7d636e2b8c01e3508587db412f3cd2
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size 500897101
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checkpoint-400/README.md
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---
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library_name: peft
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---
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## Training procedure
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+
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+
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+
The following `bitsandbytes` quantization config was used during training:
|
| 8 |
+
- load_in_8bit: False
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| 9 |
+
- load_in_4bit: True
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| 10 |
+
- llm_int8_threshold: 6.0
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| 11 |
+
- llm_int8_skip_modules: None
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| 12 |
+
- llm_int8_enable_fp32_cpu_offload: False
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| 13 |
+
- llm_int8_has_fp16_weight: False
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+
- bnb_4bit_quant_type: nf4
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+
- bnb_4bit_use_double_quant: True
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- bnb_4bit_compute_dtype: bfloat16
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+
### Framework versions
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+
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- PEFT 0.5.0.dev0
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checkpoint-400/adapter_config.json
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{
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"auto_mapping": null,
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"base_model_name_or_path": "/workspace/webui/models/TheBloke_Llama-2-13B-fp16",
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| 4 |
+
"bias": "none",
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| 5 |
+
"fan_in_fan_out": null,
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| 6 |
+
"inference_mode": true,
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+
"init_lora_weights": true,
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+
"layers_pattern": null,
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+
"layers_to_transform": null,
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+
"lora_alpha": 16,
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+
"lora_dropout": 0.05,
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| 12 |
+
"modules_to_save": null,
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| 13 |
+
"peft_type": "LORA",
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| 14 |
+
"r": 32,
|
| 15 |
+
"revision": null,
|
| 16 |
+
"target_modules": [
|
| 17 |
+
"up_proj",
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| 18 |
+
"v_proj",
|
| 19 |
+
"q_proj",
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| 20 |
+
"gate_proj",
|
| 21 |
+
"o_proj",
|
| 22 |
+
"down_proj",
|
| 23 |
+
"k_proj"
|
| 24 |
+
],
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| 25 |
+
"task_type": "CAUSAL_LM"
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| 26 |
+
}
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checkpoint-400/adapter_model.bin
ADDED
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version https://git-lfs.github.com/spec/v1
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size 500897101
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checkpoint-400/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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checkpoint-400/rng_state_0.pth
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checkpoint-400/rng_state_1.pth
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checkpoint-400/rng_state_10.pth
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checkpoint-400/rng_state_11.pth
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checkpoint-400/rng_state_12.pth
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checkpoint-400/rng_state_13.pth
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checkpoint-400/rng_state_2.pth
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checkpoint-400/rng_state_3.pth
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checkpoint-400/rng_state_4.pth
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checkpoint-400/rng_state_5.pth
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checkpoint-400/rng_state_6.pth
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checkpoint-400/rng_state_7.pth
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checkpoint-400/rng_state_8.pth
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checkpoint-400/rng_state_9.pth
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checkpoint-400/scheduler.pt
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size 627
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checkpoint-400/trainer_state.json
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