cgato-thesalt-rp-l3-8b-d_7209

submission_id: cgato-thesalt-rp-l3-8b-d_7209_v1

developer_uid: c.gato

best_of: 16

celo_rating: 1202.74

display_name: cgato-thesalt-rp-l3-8b-d_7209_v1

family_friendly_score: 0.0

formatter: {'memory_template': '<|im_start|>system\n{memory}<|im_end|>\n', 'prompt_template': '<|im_start|>user\n{prompt}<|im_end|>\n', 'bot_template': '<|im_start|>assistant\n{bot_name}: {message}<|im_end|>\n', 'user_template': '<|im_start|>user\n{user_name}: {message}<|im_end|>\n', 'response_template': '<|im_start|>assistant\n{bot_name}:', 'truncate_by_message': True}

generation_params: {'temperature': 0.9, 'top_p': 1.0, 'min_p': 0.05, 'top_k': 100, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n'], 'max_input_tokens': 512, 'best_of': 16, 'max_output_tokens': 64}

is_internal_developer: False

language_model: cgato/TheSalt-RP-L3-8b-DPO-v0.3.2-e0.8.2

max_input_tokens: 512

max_output_tokens: 64

model_architecture: LlamaForCausalLM

model_group: cgato/TheSalt-RP-L3-8b-D

model_name: cgato-thesalt-rp-l3-8b-d_7209_v1

model_num_parameters: 8030294016.0

model_repo: cgato/TheSalt-RP-L3-8b-DPO-v0.3.2-e0.8.2

model_size: 8B

num_battles: 24329

num_wins: 12614

ranking_group: single

reward_formatter: {'bot_template': '{bot_name}: {message}\n', 'memory_template': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '{prompt}\n<START>\n', 'response_template': '{bot_name}:', 'truncate_by_message': True, 'user_template': '{user_name}: {message}\n'}

reward_repo: ChaiML/reward_gpt2_medium_preference_24m_e2

status: torndown

submission_type: basic

timestamp: 2024-07-04T21:09:47+00:00

us_pacific_date: 2024-07-04

win_ratio: 0.5184758929672407

Resubmit model

Running pipeline stage MKMLizer
Starting job with name cgato-thesalt-rp-l3-8b-d-7209-v1-mkmlizer
Waiting for job on cgato-thesalt-rp-l3-8b-d-7209-v1-mkmlizer to finish
cgato-thesalt-rp-l3-8b-d-7209-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cgato-thesalt-rp-l3-8b-d-7209-v1-mkmlizer: ║     _____            __           __                                ║
cgato-thesalt-rp-l3-8b-d-7209-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
cgato-thesalt-rp-l3-8b-d-7209-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
cgato-thesalt-rp-l3-8b-d-7209-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
cgato-thesalt-rp-l3-8b-d-7209-v1-mkmlizer: ║       /___/                                                         ║
cgato-thesalt-rp-l3-8b-d-7209-v1-mkmlizer: ║                                                                     ║
cgato-thesalt-rp-l3-8b-d-7209-v1-mkmlizer: ║  Version: 0.8.14                                                    ║
cgato-thesalt-rp-l3-8b-d-7209-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
cgato-thesalt-rp-l3-8b-d-7209-v1-mkmlizer: ║  https://mk1.ai                                                     ║
cgato-thesalt-rp-l3-8b-d-7209-v1-mkmlizer: ║                                                                     ║
cgato-thesalt-rp-l3-8b-d-7209-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
cgato-thesalt-rp-l3-8b-d-7209-v1-mkmlizer: ║  belonging to:                                                      ║
cgato-thesalt-rp-l3-8b-d-7209-v1-mkmlizer: ║                                                                     ║
cgato-thesalt-rp-l3-8b-d-7209-v1-mkmlizer: ║  Chai Research Corp.                                                ║
cgato-thesalt-rp-l3-8b-d-7209-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
cgato-thesalt-rp-l3-8b-d-7209-v1-mkmlizer: ║  Expiration: 2024-07-15 23:59:59                                    ║
cgato-thesalt-rp-l3-8b-d-7209-v1-mkmlizer: ║                                                                     ║
cgato-thesalt-rp-l3-8b-d-7209-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
cgato-thesalt-rp-l3-8b-d-7209-v1-mkmlizer: Downloaded to shared memory in 43.868s
cgato-thesalt-rp-l3-8b-d-7209-v1-mkmlizer: quantizing model to /dev/shm/model_cache
cgato-thesalt-rp-l3-8b-d-7209-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
cgato-thesalt-rp-l3-8b-d-7209-v1-mkmlizer: 
Loading 0:   0%|          | 0/291 [00:00<?, ?it/s]
Loading 0:   4%|▍         | 12/291 [00:00<00:02, 101.66it/s]
Loading 0:   8%|▊         | 23/291 [00:00<00:03, 88.84it/s] 
Loading 0:  12%|█▏        | 36/291 [00:00<00:02, 105.09it/s]
Loading 0:  16%|█▋        | 48/291 [00:00<00:02, 107.71it/s]
Loading 0:  20%|██        | 59/291 [00:00<00:02, 96.22it/s] 
Loading 0:  25%|██▍       | 72/291 [00:00<00:02, 104.88it/s]
Loading 0:  29%|██▊       | 83/291 [00:01<00:03, 54.27it/s] 
Loading 0:  32%|███▏      | 93/291 [00:01<00:03, 61.89it/s]
Loading 0:  36%|███▌      | 104/291 [00:01<00:02, 68.66it/s]
Loading 0:  40%|████      | 117/291 [00:01<00:02, 81.47it/s]
Loading 0:  44%|████▍     | 129/291 [00:01<00:01, 88.80it/s]
Loading 0:  48%|████▊     | 140/291 [00:01<00:01, 87.36it/s]
Loading 0:  53%|█████▎    | 153/291 [00:01<00:01, 96.44it/s]
Loading 0:  57%|█████▋    | 165/291 [00:01<00:01, 99.82it/s]
Loading 0:  62%|██████▏   | 179/291 [00:02<00:01, 105.85it/s]
Loading 0:  66%|██████▌   | 191/291 [00:02<00:01, 58.17it/s] 
Loading 0:  69%|██████▉   | 201/291 [00:02<00:01, 63.79it/s]
Loading 0:  73%|███████▎  | 211/291 [00:02<00:01, 69.12it/s]
Loading 0:  76%|███████▌  | 221/291 [00:02<00:00, 75.58it/s]
Loading 0:  80%|████████  | 234/291 [00:02<00:00, 87.15it/s]
Loading 0:  85%|████████▍ | 246/291 [00:03<00:00, 92.29it/s]
Loading 0:  88%|████████▊ | 257/291 [00:03<00:00, 88.81it/s]
Loading 0:  93%|█████████▎| 270/291 [00:03<00:00, 97.67it/s]
Loading 0:  97%|█████████▋| 281/291 [00:03<00:00, 97.11it/s]
                                                            
Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained.
cgato-thesalt-rp-l3-8b-d-7209-v1-mkmlizer: quantized model in 25.170s
cgato-thesalt-rp-l3-8b-d-7209-v1-mkmlizer: Processed model cgato/TheSalt-RP-L3-8b-DPO-v0.3.2-e0.8.2 in 69.038s
cgato-thesalt-rp-l3-8b-d-7209-v1-mkmlizer: creating bucket guanaco-mkml-models
cgato-thesalt-rp-l3-8b-d-7209-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cgato-thesalt-rp-l3-8b-d-7209-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cgato-thesalt-rp-l3-8b-d-7209-v1
cgato-thesalt-rp-l3-8b-d-7209-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cgato-thesalt-rp-l3-8b-d-7209-v1/special_tokens_map.json
cgato-thesalt-rp-l3-8b-d-7209-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cgato-thesalt-rp-l3-8b-d-7209-v1/tokenizer_config.json
cgato-thesalt-rp-l3-8b-d-7209-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cgato-thesalt-rp-l3-8b-d-7209-v1/config.json
cgato-thesalt-rp-l3-8b-d-7209-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cgato-thesalt-rp-l3-8b-d-7209-v1/tokenizer.json
cgato-thesalt-rp-l3-8b-d-7209-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cgato-thesalt-rp-l3-8b-d-7209-v1/flywheel_model.0.safetensors
cgato-thesalt-rp-l3-8b-d-7209-v1-mkmlizer: loading reward model from ChaiML/reward_gpt2_medium_preference_24m_e2
cgato-thesalt-rp-l3-8b-d-7209-v1-mkmlizer: /opt/conda/lib/python3.10/site-packages/transformers/models/auto/configuration_auto.py:919: FutureWarning: The `use_auth_token` argument is deprecated and will be removed in v5 of Transformers. Please use `token` instead.
cgato-thesalt-rp-l3-8b-d-7209-v1-mkmlizer:   warnings.warn(
cgato-thesalt-rp-l3-8b-d-7209-v1-mkmlizer: /opt/conda/lib/python3.10/site-packages/huggingface_hub/file_download.py:1132: FutureWarning: `resume_download` is deprecated and will be removed in version 1.0.0. Downloads always resume when possible. If you want to force a new download, use `force_download=True`.
cgato-thesalt-rp-l3-8b-d-7209-v1-mkmlizer:   warnings.warn(
cgato-thesalt-rp-l3-8b-d-7209-v1-mkmlizer: /opt/conda/lib/python3.10/site-packages/transformers/models/auto/tokenization_auto.py:769: FutureWarning: The `use_auth_token` argument is deprecated and will be removed in v5 of Transformers. Please use `token` instead.
cgato-thesalt-rp-l3-8b-d-7209-v1-mkmlizer:   warnings.warn(
cgato-thesalt-rp-l3-8b-d-7209-v1-mkmlizer: /opt/conda/lib/python3.10/site-packages/transformers/models/auto/auto_factory.py:468: FutureWarning: The `use_auth_token` argument is deprecated and will be removed in v5 of Transformers. Please use `token` instead.
cgato-thesalt-rp-l3-8b-d-7209-v1-mkmlizer:   warnings.warn(
cgato-thesalt-rp-l3-8b-d-7209-v1-mkmlizer: /opt/conda/lib/python3.10/site-packages/torch/_utils.py:831: UserWarning: TypedStorage is deprecated. It will be removed in the future and UntypedStorage will be the only storage class. This should only matter to you if you are using storages directly.  To access UntypedStorage directly, use tensor.untyped_storage() instead of tensor.storage()
cgato-thesalt-rp-l3-8b-d-7209-v1-mkmlizer:   return self.fget.__get__(instance, owner)()
cgato-thesalt-rp-l3-8b-d-7209-v1-mkmlizer: Saving model to /tmp/reward_cache/reward.tensors
cgato-thesalt-rp-l3-8b-d-7209-v1-mkmlizer: Saving duration: 0.488s
cgato-thesalt-rp-l3-8b-d-7209-v1-mkmlizer: Processed model ChaiML/reward_gpt2_medium_preference_24m_e2 in 22.521s
cgato-thesalt-rp-l3-8b-d-7209-v1-mkmlizer: creating bucket guanaco-reward-models
cgato-thesalt-rp-l3-8b-d-7209-v1-mkmlizer: Bucket 's3://guanaco-reward-models/' created
cgato-thesalt-rp-l3-8b-d-7209-v1-mkmlizer: uploading /tmp/reward_cache to s3://guanaco-reward-models/cgato-thesalt-rp-l3-8b-d-7209-v1_reward
cgato-thesalt-rp-l3-8b-d-7209-v1-mkmlizer: cp /tmp/reward_cache/config.json s3://guanaco-reward-models/cgato-thesalt-rp-l3-8b-d-7209-v1_reward/config.json
cgato-thesalt-rp-l3-8b-d-7209-v1-mkmlizer: cp /tmp/reward_cache/special_tokens_map.json s3://guanaco-reward-models/cgato-thesalt-rp-l3-8b-d-7209-v1_reward/special_tokens_map.json
cgato-thesalt-rp-l3-8b-d-7209-v1-mkmlizer: cp /tmp/reward_cache/tokenizer_config.json s3://guanaco-reward-models/cgato-thesalt-rp-l3-8b-d-7209-v1_reward/tokenizer_config.json
cgato-thesalt-rp-l3-8b-d-7209-v1-mkmlizer: cp /tmp/reward_cache/merges.txt s3://guanaco-reward-models/cgato-thesalt-rp-l3-8b-d-7209-v1_reward/merges.txt
cgato-thesalt-rp-l3-8b-d-7209-v1-mkmlizer: cp /tmp/reward_cache/vocab.json s3://guanaco-reward-models/cgato-thesalt-rp-l3-8b-d-7209-v1_reward/vocab.json
cgato-thesalt-rp-l3-8b-d-7209-v1-mkmlizer: cp /tmp/reward_cache/tokenizer.json s3://guanaco-reward-models/cgato-thesalt-rp-l3-8b-d-7209-v1_reward/tokenizer.json
cgato-thesalt-rp-l3-8b-d-7209-v1-mkmlizer: cp /tmp/reward_cache/reward.tensors s3://guanaco-reward-models/cgato-thesalt-rp-l3-8b-d-7209-v1_reward/reward.tensors
Job cgato-thesalt-rp-l3-8b-d-7209-v1-mkmlizer completed after 118.52s with status: succeeded
Stopping job with name cgato-thesalt-rp-l3-8b-d-7209-v1-mkmlizer
Pipeline stage MKMLizer completed in 119.43s
Running pipeline stage MKMLKubeTemplater
Pipeline stage MKMLKubeTemplater completed in 0.11s
Running pipeline stage ISVCDeployer
Creating inference service cgato-thesalt-rp-l3-8b-d-7209-v1
Waiting for inference service cgato-thesalt-rp-l3-8b-d-7209-v1 to be ready
Inference service cgato-thesalt-rp-l3-8b-d-7209-v1 ready after 40.214948415756226s
Pipeline stage ISVCDeployer completed in 47.02s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.141803026199341s
Received healthy response to inference request in 1.2417023181915283s
Received healthy response to inference request in 1.2875137329101562s
Received healthy response to inference request in 1.2727198600769043s
Received healthy response to inference request in 1.2323195934295654s
5 requests
0 failed requests
5th percentile: 1.234196138381958
10th percentile: 1.2360726833343505
20th percentile: 1.2398257732391358
30th percentile: 1.2479058265686036
40th percentile: 1.260312843322754
50th percentile: 1.2727198600769043
60th percentile: 1.278637409210205
70th percentile: 1.2845549583435059
80th percentile: 1.4583715915679933
90th percentile: 1.800087308883667
95th percentile: 1.9709451675415037
99th percentile: 2.1076314544677732
mean time: 1.435211706161499
Pipeline stage StressChecker completed in 8.01s
cgato-thesalt-rp-l3-8b-d_7209_v1 status is now deployed due to DeploymentManager action
cgato-thesalt-rp-l3-8b-d_7209_v1 status is now inactive due to auto deactivation removed underperforming models
admin requested tearing down of cgato-thesalt-rp-l3-8b-d_7209_v1
Running pipeline stage ISVCDeleter
Checking if service cgato-thesalt-rp-l3-8b-d-7209-v1 is running
Skipping teardown as no inference service was found
Pipeline stage ISVCDeleter completed in 6.12s
Running pipeline stage MKMLModelDeleter
Cleaning model data from S3
Cleaning model data from model cache
Deleting key cgato-thesalt-rp-l3-8b-d-7209-v1/config.json from bucket guanaco-mkml-models
Deleting key cgato-thesalt-rp-l3-8b-d-7209-v1/flywheel_model.0.safetensors from bucket guanaco-mkml-models
Deleting key cgato-thesalt-rp-l3-8b-d-7209-v1/special_tokens_map.json from bucket guanaco-mkml-models
Deleting key cgato-thesalt-rp-l3-8b-d-7209-v1/tokenizer.json from bucket guanaco-mkml-models
Deleting key cgato-thesalt-rp-l3-8b-d-7209-v1/tokenizer_config.json from bucket guanaco-mkml-models
Cleaning model data from model cache
Deleting key cgato-thesalt-rp-l3-8b-d-7209-v1_reward/config.json from bucket guanaco-reward-models
Deleting key cgato-thesalt-rp-l3-8b-d-7209-v1_reward/merges.txt from bucket guanaco-reward-models
Deleting key cgato-thesalt-rp-l3-8b-d-7209-v1_reward/reward.tensors from bucket guanaco-reward-models
Deleting key cgato-thesalt-rp-l3-8b-d-7209-v1_reward/special_tokens_map.json from bucket guanaco-reward-models
Deleting key cgato-thesalt-rp-l3-8b-d-7209-v1_reward/tokenizer.json from bucket guanaco-reward-models
Deleting key cgato-thesalt-rp-l3-8b-d-7209-v1_reward/tokenizer_config.json from bucket guanaco-reward-models
Deleting key cgato-thesalt-rp-l3-8b-d-7209-v1_reward/vocab.json from bucket guanaco-reward-models
Pipeline stage MKMLModelDeleter completed in 5.93s
cgato-thesalt-rp-l3-8b-d_7209_v1 status is now torndown due to DeploymentManager action