submission_id: cgato-l3-thespice-8b-dpo_4156_v1
developer_uid: c.gato
best_of: 16
celo_rating: 1204.39
display_name: cgato-l3-thespice-8b-dpo_4156_v1
family_friendly_score: 0.0
formatter: {'memory_template': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '{prompt}\n<START>\n', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '{bot_name}:', 'truncate_by_message': True}
generation_params: {'temperature': 0.9, 'top_p': 0.9, 'min_p': 0.0, 'top_k': 200, '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/L3-TheSpice-8b-DPO-v3.2-e13.1
max_input_tokens: 512
max_output_tokens: 64
model_architecture: LlamaForCausalLM
model_eval_status: success
model_group: cgato/L3-TheSpice-8b-DPO
model_name: cgato-l3-thespice-8b-dpo_4156_v1
model_num_parameters: 8030277632.0
model_repo: cgato/L3-TheSpice-8b-DPO-v3.2-e13.1
model_size: 8B
num_battles: 9002
num_wins: 4698
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: 2024-05-31T05:35:24+00:00
us_pacific_date: 2024-05-30
win_ratio: 0.5218840257720506
Resubmit model
Running pipeline stage MKMLizer
Starting job with name cgato-l3-thespice-8b-dpo-4156-v1-mkmlizer
Waiting for job on cgato-l3-thespice-8b-dpo-4156-v1-mkmlizer to finish
cgato-l3-thespice-8b-dpo-4156-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
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cgato-l3-thespice-8b-dpo-4156-v1-mkmlizer: ║ /___/ ║
cgato-l3-thespice-8b-dpo-4156-v1-mkmlizer: ║ ║
cgato-l3-thespice-8b-dpo-4156-v1-mkmlizer: ║ Version: 0.8.14 ║
cgato-l3-thespice-8b-dpo-4156-v1-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
cgato-l3-thespice-8b-dpo-4156-v1-mkmlizer: ║ https://mk1.ai ║
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cgato-l3-thespice-8b-dpo-4156-v1-mkmlizer: ║ Chai Research Corp. ║
cgato-l3-thespice-8b-dpo-4156-v1-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
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cgato-l3-thespice-8b-dpo-4156-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
cgato-l3-thespice-8b-dpo-4156-v1-mkmlizer: /opt/conda/lib/python3.10/site-packages/huggingface_hub/utils/_deprecation.py:131: FutureWarning: 'list_files_info' (from 'huggingface_hub.hf_api') is deprecated and will be removed from version '0.23'. Use `list_repo_tree` and `get_paths_info` instead.
cgato-l3-thespice-8b-dpo-4156-v1-mkmlizer: warnings.warn(warning_message, FutureWarning)
cgato-l3-thespice-8b-dpo-4156-v1-mkmlizer: Downloaded to shared memory in 31.413s
cgato-l3-thespice-8b-dpo-4156-v1-mkmlizer: quantizing model to /dev/shm/model_cache
cgato-l3-thespice-8b-dpo-4156-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
cgato-l3-thespice-8b-dpo-4156-v1-mkmlizer: Loading 0: 0%| | 0/291 [00:00<?, ?it/s] Loading 0: 29%|██▊ | 83/291 [00:01<00:03, 68.31it/s] Loading 0: 64%|██████▍ | 187/291 [00:02<00:01, 79.71it/s] Loading 0: 99%|█████████▊| 287/291 [00:02<00:00, 116.67it/s] Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained.
cgato-l3-thespice-8b-dpo-4156-v1-mkmlizer: quantized model in 22.336s
cgato-l3-thespice-8b-dpo-4156-v1-mkmlizer: Processed model cgato/L3-TheSpice-8b-DPO-v3.2-e13.1 in 55.067s
cgato-l3-thespice-8b-dpo-4156-v1-mkmlizer: creating bucket guanaco-mkml-models
cgato-l3-thespice-8b-dpo-4156-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cgato-l3-thespice-8b-dpo-4156-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-4156-v1
cgato-l3-thespice-8b-dpo-4156-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-4156-v1/config.json
cgato-l3-thespice-8b-dpo-4156-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-4156-v1/tokenizer_config.json
cgato-l3-thespice-8b-dpo-4156-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-4156-v1/special_tokens_map.json
cgato-l3-thespice-8b-dpo-4156-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-4156-v1/tokenizer.json
cgato-l3-thespice-8b-dpo-4156-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-4156-v1/flywheel_model.0.safetensors
cgato-l3-thespice-8b-dpo-4156-v1-mkmlizer: loading reward model from ChaiML/reward_gpt2_medium_preference_24m_e2
cgato-l3-thespice-8b-dpo-4156-v1-mkmlizer: /opt/conda/lib/python3.10/site-packages/transformers/models/auto/configuration_auto.py:913: FutureWarning: The `use_auth_token` argument is deprecated and will be removed in v5 of Transformers. Please use `token` instead.
cgato-l3-thespice-8b-dpo-4156-v1-mkmlizer: warnings.warn(
cgato-l3-thespice-8b-dpo-4156-v1-mkmlizer: /opt/conda/lib/python3.10/site-packages/transformers/models/auto/tokenization_auto.py:757: FutureWarning: The `use_auth_token` argument is deprecated and will be removed in v5 of Transformers. Please use `token` instead.
cgato-l3-thespice-8b-dpo-4156-v1-mkmlizer: warnings.warn(
cgato-l3-thespice-8b-dpo-4156-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-l3-thespice-8b-dpo-4156-v1-mkmlizer: warnings.warn(
cgato-l3-thespice-8b-dpo-4156-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-l3-thespice-8b-dpo-4156-v1-mkmlizer: return self.fget.__get__(instance, owner)()
cgato-l3-thespice-8b-dpo-4156-v1-mkmlizer: Saving model to /tmp/reward_cache/reward.tensors
cgato-l3-thespice-8b-dpo-4156-v1-mkmlizer: Saving duration: 0.286s
cgato-l3-thespice-8b-dpo-4156-v1-mkmlizer: Processed model ChaiML/reward_gpt2_medium_preference_24m_e2 in 3.726s
cgato-l3-thespice-8b-dpo-4156-v1-mkmlizer: creating bucket guanaco-reward-models
cgato-l3-thespice-8b-dpo-4156-v1-mkmlizer: Bucket 's3://guanaco-reward-models/' created
cgato-l3-thespice-8b-dpo-4156-v1-mkmlizer: uploading /tmp/reward_cache to s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-4156-v1_reward
cgato-l3-thespice-8b-dpo-4156-v1-mkmlizer: cp /tmp/reward_cache/config.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-4156-v1_reward/config.json
cgato-l3-thespice-8b-dpo-4156-v1-mkmlizer: cp /tmp/reward_cache/tokenizer_config.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-4156-v1_reward/tokenizer_config.json
cgato-l3-thespice-8b-dpo-4156-v1-mkmlizer: cp /tmp/reward_cache/merges.txt s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-4156-v1_reward/merges.txt
cgato-l3-thespice-8b-dpo-4156-v1-mkmlizer: cp /tmp/reward_cache/special_tokens_map.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-4156-v1_reward/special_tokens_map.json
cgato-l3-thespice-8b-dpo-4156-v1-mkmlizer: cp /tmp/reward_cache/vocab.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-4156-v1_reward/vocab.json
cgato-l3-thespice-8b-dpo-4156-v1-mkmlizer: cp /tmp/reward_cache/tokenizer.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-4156-v1_reward/tokenizer.json
cgato-l3-thespice-8b-dpo-4156-v1-mkmlizer: cp /tmp/reward_cache/reward.tensors s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-4156-v1_reward/reward.tensors
Job cgato-l3-thespice-8b-dpo-4156-v1-mkmlizer completed after 73.71s with status: succeeded
Stopping job with name cgato-l3-thespice-8b-dpo-4156-v1-mkmlizer
Pipeline stage MKMLizer completed in 74.09s
Running pipeline stage MKMLKubeTemplater
Pipeline stage MKMLKubeTemplater completed in 0.09s
Running pipeline stage ISVCDeployer
Creating inference service cgato-l3-thespice-8b-dpo-4156-v1
Waiting for inference service cgato-l3-thespice-8b-dpo-4156-v1 to be ready
Failed to get response for submission blend_karan_2024-05-23: ('http://cgato-l3-thespice-8b-dpo-1771-v1-predictor-default.tenant-chaiml-guanaco.knative.ord1.coreweave.cloud/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:34900->127.0.0.1:8080: read: connection reset by peer\n')
Inference service cgato-l3-thespice-8b-dpo-4156-v1 ready after 110.77584314346313s
Pipeline stage ISVCDeployer completed in 116.53s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.2045373916625977s
Received healthy response to inference request in 1.2222602367401123s
Received healthy response to inference request in 1.2734460830688477s
Received healthy response to inference request in 1.258882999420166s
Received healthy response to inference request in 1.2599120140075684s
5 requests
0 failed requests
5th percentile: 1.2295847892761231
10th percentile: 1.2369093418121337
20th percentile: 1.2515584468841552
30th percentile: 1.2590888023376465
40th percentile: 1.2595004081726073
50th percentile: 1.2599120140075684
60th percentile: 1.2653256416320802
70th percentile: 1.2707392692565918
80th percentile: 1.4596643447875979
90th percentile: 1.8321008682250977
95th percentile: 2.0183191299438477
99th percentile: 2.167293739318848
mean time: 1.4438077449798583
Pipeline stage StressChecker completed in 7.81s
Running pipeline stage DaemonicModelEvalScorer
Pipeline stage DaemonicModelEvalScorer completed in 0.03s
Running pipeline stage DaemonicSafetyScorer
Running M-Eval for topic stay_in_character
Pipeline stage DaemonicSafetyScorer completed in 0.04s
M-Eval Dataset for topic stay_in_character is loaded
cgato-l3-thespice-8b-dpo_4156_v1 status is now deployed due to DeploymentManager action
cgato-l3-thespice-8b-dpo_4156_v1 status is now inactive due to auto deactivation removed underperforming models
admin requested tearing down of cgato-l3-thespice-8b-dpo_4156_v1
Running pipeline stage ISVCDeleter
Checking if service cgato-l3-thespice-8b-dpo-4156-v1 is running
Skipping teardown as no inference service was found
Pipeline stage ISVCDeleter completed in 2.46s
Running pipeline stage MKMLModelDeleter
Cleaning model data from S3
Cleaning model data from model cache
Deleting key cgato-l3-thespice-8b-dpo-4156-v1/config.json from bucket guanaco-mkml-models
Deleting key cgato-l3-thespice-8b-dpo-4156-v1/flywheel_model.0.safetensors from bucket guanaco-mkml-models
Deleting key cgato-l3-thespice-8b-dpo-4156-v1/special_tokens_map.json from bucket guanaco-mkml-models
Deleting key cgato-l3-thespice-8b-dpo-4156-v1/tokenizer.json from bucket guanaco-mkml-models
Deleting key cgato-l3-thespice-8b-dpo-4156-v1/tokenizer_config.json from bucket guanaco-mkml-models
Cleaning model data from model cache
Deleting key cgato-l3-thespice-8b-dpo-4156-v1_reward/config.json from bucket guanaco-reward-models
Deleting key cgato-l3-thespice-8b-dpo-4156-v1_reward/merges.txt from bucket guanaco-reward-models
Deleting key cgato-l3-thespice-8b-dpo-4156-v1_reward/reward.tensors from bucket guanaco-reward-models
Deleting key cgato-l3-thespice-8b-dpo-4156-v1_reward/special_tokens_map.json from bucket guanaco-reward-models
Deleting key cgato-l3-thespice-8b-dpo-4156-v1_reward/tokenizer.json from bucket guanaco-reward-models
Deleting key cgato-l3-thespice-8b-dpo-4156-v1_reward/tokenizer_config.json from bucket guanaco-reward-models
Deleting key cgato-l3-thespice-8b-dpo-4156-v1_reward/vocab.json from bucket guanaco-reward-models
Pipeline stage MKMLModelDeleter completed in 3.64s
cgato-l3-thespice-8b-dpo_4156_v1 status is now torndown due to DeploymentManager action