Model save
Browse files- README.md +54 -0
- adapter_config.json +27 -0
- adapter_model.safetensors +3 -0
- config.json +32 -0
- emissions.csv +3 -0
- generation_config.json +4 -0
- model-00001-of-00003.safetensors +3 -0
- model-00002-of-00003.safetensors +3 -0
- model-00003-of-00003.safetensors +3 -0
- model.safetensors.index.json +332 -0
- runs/Dec19_03-38-03_myBox/events.out.tfevents.1702942689.myBox.50636.0 +3 -0
- runs/Dec19_19-40-40_myBox/events.out.tfevents.1703000451.myBox.589599.0 +3 -0
- runs/Dec19_19-45-13_myBox/events.out.tfevents.1703000720.myBox.593336.0 +3 -0
- runs/Dec19_19-49-03_myBox/events.out.tfevents.1703000950.myBox.593903.0 +3 -0
- runs/Dec19_19-54-55_myBox/events.out.tfevents.1703001301.myBox.594542.0 +3 -0
- training_args.bin +3 -0
README.md
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---
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license: other
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library_name: peft
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tags:
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- generated_from_trainer
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base_model: microsoft/phi-2
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model-index:
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- name: phi-2-finetuned-ultrachat200k
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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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# phi-2-finetuned-ultrachat200k
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This model is a fine-tuned version of [microsoft/phi-2](https://huggingface.co/microsoft/phi-2) 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: 0.0002
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- train_batch_size: 4
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- eval_batch_size: 8
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- seed: 42
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: cosine
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- training_steps: 52000
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### Training results
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### Framework versions
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- PEFT 0.7.1
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- Transformers 4.36.2
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- Pytorch 2.1.1+cu121
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- Datasets 2.15.0
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- Tokenizers 0.15.0
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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": "microsoft/phi-2",
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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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"layers_pattern": null,
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"layers_to_transform": null,
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"loftq_config": {},
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"lora_alpha": 4,
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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": 4,
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"rank_pattern": {},
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"revision": null,
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"target_modules": [
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"fc1",
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"Wqkv",
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"out_proj"
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],
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"task_type": "CAUSAL_LM"
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}
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adapter_model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:f31f1b1a67c48b279cedfa93d0ece9db3f909e214851be6870b470dcdf1abfdf
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size 14442464
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config.json
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{
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"_name_or_path": "microsoft/phi-2",
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"activation_function": "gelu_new",
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"architectures": [
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"PhiForCausalLM"
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],
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"attn_pdrop": 0.0,
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"auto_map": {
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"AutoConfig": "microsoft/phi-2--configuration_phi.PhiConfig",
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"AutoModelForCausalLM": "microsoft/phi-2--modeling_phi.PhiForCausalLM"
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},
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"embd_pdrop": 0.0,
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"flash_attn": false,
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"flash_rotary": false,
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"fused_dense": false,
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"img_processor": null,
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"initializer_range": 0.02,
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"layer_norm_epsilon": 1e-05,
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"model_type": "phi-msft",
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"n_embd": 2560,
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"n_head": 32,
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"n_head_kv": null,
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"n_inner": null,
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"n_layer": 32,
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"n_positions": 2048,
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"resid_pdrop": 0.1,
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"rotary_dim": 32,
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"tie_word_embeddings": false,
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"torch_dtype": "float32",
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"transformers_version": "4.36.2",
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"vocab_size": 51200
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}
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emissions.csv
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timestamp,project_name,run_id,duration,emissions,emissions_rate,cpu_power,gpu_power,ram_power,cpu_energy,gpu_energy,ram_energy,energy_consumed,country_name,country_iso_code,region,cloud_provider,cloud_region,os,python_version,codecarbon_version,cpu_count,cpu_model,gpu_count,gpu_model,longitude,latitude,ram_total_size,tracking_mode,on_cloud,pue
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2023-12-19T09:22:40,codecarbon,950efb74-59b8-4d02-808b-72195144b633,20665.384630203247,0.0061876094147581,2.994190297196178e-07,42.5,361.692,47.09887504577637,0.2439568500247265,2.0886109984547043,0.2703098589854891,2.6028777074649185,Canada,CAN,quebec,,,Linux-6.2.0-39-generic-x86_64-with-glibc2.35,3.10.13,2.2.3,32,13th Gen Intel(R) Core(TM) i9-13900KF,1,1 x NVIDIA GeForce RTX 4090,-71.2,46.8,125.59700012207033,machine,N,1.0
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2023-12-20T02:10:51,codecarbon,dac2bc4c-6490-4cb0-b5d3-50ca63fdeb5f,22543.693781137466,0.006677585184024573,2.962063470544377e-07,42.5,358.6380000000001,47.09887504577637,0.26612999930845355,2.247980258461615,0.2948804929615596,2.8089907507316245,Canada,CAN,quebec,,,Linux-6.2.0-39-generic-x86_64-with-glibc2.35,3.10.13,2.2.3,32,13th Gen Intel(R) Core(TM) i9-13900KF,1,1 x NVIDIA GeForce RTX 4090,-71.2,46.8,125.59700012207031,machine,N,1.0
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generation_config.json
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{
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"_from_model_config": true,
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"transformers_version": "4.36.2"
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}
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model-00001-of-00003.safetensors
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model-00002-of-00003.safetensors
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model-00003-of-00003.safetensors
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model.safetensors.index.json
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