submission_id: hastagaras-l3-cukai-8b-dpo_v3
developer_uid: chai_backend_admin
status: torndown
model_repo: Hastagaras/L3-Cukai-8B-DPO
reward_repo: ChaiML/reward_gpt2_medium_preference_24m_e2
generation_params: {'temperature': 0.85, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 40, 'presence_penalty': 0.0, 'frequency_penalty': 1.1, 'stopping_words': ['\n', '###', '</s>', '<|eot_id|>'], 'max_input_tokens': 512, 'best_of': 16, 'max_output_tokens': 64}
formatter: {'memory_template': "Embody {bot_name}, a vibrant and dynamic character with a rich inner life. {user_name} is your companion on this roleplaying journey, and together you will craft a compelling narrative. Draw from the following background:\n\n{memory}\n\nApproach this shared storytelling experience with creativity and authenticity. React naturally to {user_name}'s choices, introducing unexpected elements and exploring the depths of your persona. Ask questions that further the plot, express genuine emotions, and strive to create an engrossing and memorable adventure for both of you.", 'prompt_template': '\n\n### Response:\n{bot_name}: {prompt}<|end_of_text|>', 'bot_template': '\n\n### Response:\n{bot_name}: {message}<|end_of_text|>', 'user_template': '\n\n### Instruction:\n{user_name}: {message}', 'response_template': '\n\n### Response:\n{bot_name}:', 'truncate_by_message': False}
reward_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': False}
timestamp: 2024-05-11T02:24:07+00:00
model_name: hastagaras-l3-cukai-8b-dpo_v2
model_eval_status: success
model_group: Hastagaras/L3-Cukai-8B-D
num_battles: 19852
num_wins: 10935
celo_rating: 1207.72
propriety_score: 0.0
propriety_total_count: 0.0
submission_type: basic
model_architecture: LlamaForCausalLM
model_num_parameters: 8030261248.0
best_of: 16
max_input_tokens: 512
max_output_tokens: 64
display_name: hastagaras-l3-cukai-8b-dpo_v2
ineligible_reason: propriety_total_count < 800
language_model: Hastagaras/L3-Cukai-8B-DPO
model_size: 8B
reward_model: ChaiML/reward_gpt2_medium_preference_24m_e2
us_pacific_date: 2024-05-10
win_ratio: 0.5508261132379609
preference_data_url: None
Resubmit model
Running pipeline stage MKMLizer
Starting job with name hastagaras-l3-cukai-8b-dpo-v3-mkmlizer
Waiting for job on hastagaras-l3-cukai-8b-dpo-v3-mkmlizer to finish
hastagaras-l3-cukai-8b-dpo-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
hastagaras-l3-cukai-8b-dpo-v3-mkmlizer: ║ _____ __ __ ║
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hastagaras-l3-cukai-8b-dpo-v3-mkmlizer: ║ /___/ ║
hastagaras-l3-cukai-8b-dpo-v3-mkmlizer: ║ ║
hastagaras-l3-cukai-8b-dpo-v3-mkmlizer: ║ Version: 0.8.10 ║
hastagaras-l3-cukai-8b-dpo-v3-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
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hastagaras-l3-cukai-8b-dpo-v3-mkmlizer: ║ Chai Research Corp. ║
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hastagaras-l3-cukai-8b-dpo-v3-mkmlizer: ║ Expiration: 2024-07-15 23:59:59 ║
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hastagaras-l3-cukai-8b-dpo-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
hastagaras-l3-cukai-8b-dpo-v3-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.
hastagaras-l3-cukai-8b-dpo-v3-mkmlizer: warnings.warn(warning_message, FutureWarning)
hastagaras-l3-cukai-8b-dpo-v3-mkmlizer: Downloaded to shared memory in 84.653s
hastagaras-l3-cukai-8b-dpo-v3-mkmlizer: quantizing model to /dev/shm/model_cache
hastagaras-l3-cukai-8b-dpo-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
hastagaras-l3-cukai-8b-dpo-v3-mkmlizer: Loading 0: 0%| | 0/291 [00:00<?, ?it/s] Loading 0: 45%|████▌ | 131/291 [00:01<00:01, 130.02it/s] Loading 0: 97%|█████████▋| 282/291 [00:02<00:00, 141.45it/s] Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained.
hastagaras-l3-cukai-8b-dpo-v3-mkmlizer: quantized model in 17.252s
hastagaras-l3-cukai-8b-dpo-v3-mkmlizer: Processed model Hastagaras/L3-Cukai-8B-DPO in 102.978s
hastagaras-l3-cukai-8b-dpo-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
hastagaras-l3-cukai-8b-dpo-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/hastagaras-l3-cukai-8b-dpo-v3
hastagaras-l3-cukai-8b-dpo-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/hastagaras-l3-cukai-8b-dpo-v3/config.json
hastagaras-l3-cukai-8b-dpo-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/hastagaras-l3-cukai-8b-dpo-v3/special_tokens_map.json
hastagaras-l3-cukai-8b-dpo-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/hastagaras-l3-cukai-8b-dpo-v3/tokenizer_config.json
hastagaras-l3-cukai-8b-dpo-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/hastagaras-l3-cukai-8b-dpo-v3/tokenizer.json
hastagaras-l3-cukai-8b-dpo-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/hastagaras-l3-cukai-8b-dpo-v3/flywheel_model.0.safetensors
hastagaras-l3-cukai-8b-dpo-v3-mkmlizer: loading reward model from ChaiML/reward_gpt2_medium_preference_24m_e2
hastagaras-l3-cukai-8b-dpo-v3-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.
hastagaras-l3-cukai-8b-dpo-v3-mkmlizer: warnings.warn(
hastagaras-l3-cukai-8b-dpo-v3-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.
hastagaras-l3-cukai-8b-dpo-v3-mkmlizer: warnings.warn(
hastagaras-l3-cukai-8b-dpo-v3-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.
hastagaras-l3-cukai-8b-dpo-v3-mkmlizer: warnings.warn(
hastagaras-l3-cukai-8b-dpo-v3-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()
hastagaras-l3-cukai-8b-dpo-v3-mkmlizer: return self.fget.__get__(instance, owner)()
hastagaras-l3-cukai-8b-dpo-v3-mkmlizer: Saving model to /tmp/reward_cache/reward.tensors
hastagaras-l3-cukai-8b-dpo-v3-mkmlizer: Saving duration: 0.253s
hastagaras-l3-cukai-8b-dpo-v3-mkmlizer: Processed model ChaiML/reward_gpt2_medium_preference_24m_e2 in 7.894s
hastagaras-l3-cukai-8b-dpo-v3-mkmlizer: creating bucket guanaco-reward-models
hastagaras-l3-cukai-8b-dpo-v3-mkmlizer: Bucket 's3://guanaco-reward-models/' created
hastagaras-l3-cukai-8b-dpo-v3-mkmlizer: uploading /tmp/reward_cache to s3://guanaco-reward-models/hastagaras-l3-cukai-8b-dpo-v3_reward
hastagaras-l3-cukai-8b-dpo-v3-mkmlizer: cp /tmp/reward_cache/config.json s3://guanaco-reward-models/hastagaras-l3-cukai-8b-dpo-v3_reward/config.json
hastagaras-l3-cukai-8b-dpo-v3-mkmlizer: cp /tmp/reward_cache/special_tokens_map.json s3://guanaco-reward-models/hastagaras-l3-cukai-8b-dpo-v3_reward/special_tokens_map.json
hastagaras-l3-cukai-8b-dpo-v3-mkmlizer: cp /tmp/reward_cache/tokenizer_config.json s3://guanaco-reward-models/hastagaras-l3-cukai-8b-dpo-v3_reward/tokenizer_config.json
hastagaras-l3-cukai-8b-dpo-v3-mkmlizer: cp /tmp/reward_cache/merges.txt s3://guanaco-reward-models/hastagaras-l3-cukai-8b-dpo-v3_reward/merges.txt
hastagaras-l3-cukai-8b-dpo-v3-mkmlizer: cp /tmp/reward_cache/vocab.json s3://guanaco-reward-models/hastagaras-l3-cukai-8b-dpo-v3_reward/vocab.json
hastagaras-l3-cukai-8b-dpo-v3-mkmlizer: cp /tmp/reward_cache/tokenizer.json s3://guanaco-reward-models/hastagaras-l3-cukai-8b-dpo-v3_reward/tokenizer.json
hastagaras-l3-cukai-8b-dpo-v3-mkmlizer: cp /tmp/reward_cache/reward.tensors s3://guanaco-reward-models/hastagaras-l3-cukai-8b-dpo-v3_reward/reward.tensors
Job hastagaras-l3-cukai-8b-dpo-v3-mkmlizer completed after 135.21s with status: succeeded
Stopping job with name hastagaras-l3-cukai-8b-dpo-v3-mkmlizer
Pipeline stage MKMLizer completed in 136.70s
Running pipeline stage MKMLKubeTemplater
Pipeline stage MKMLKubeTemplater completed in 0.42s
Running pipeline stage ISVCDeployer
Creating inference service hastagaras-l3-cukai-8b-dpo-v3
Waiting for inference service hastagaras-l3-cukai-8b-dpo-v3 to be ready
HTTP Request: %s %s "%s %d %s"
Inference service hastagaras-l3-cukai-8b-dpo-v3 ready after 30.557960033416748s
Pipeline stage ISVCDeployer completed in 31.96s
Running pipeline stage StressChecker
HTTP Request: %s %s "%s %d %s"
Received healthy response to inference request in 2.50249981880188s
HTTP Request: %s %s "%s %d %s"
Received healthy response to inference request in 2.3823370933532715s
HTTP Request: %s %s "%s %d %s"
Received healthy response to inference request in 2.553964138031006s
HTTP Request: %s %s "%s %d %s"
Received healthy response to inference request in 1.6580333709716797s
HTTP Request: %s %s "%s %d %s"
Received healthy response to inference request in 1.6781611442565918s
5 requests
0 failed requests
5th percentile: 1.6620589256286622
10th percentile: 1.6660844802856445
20th percentile: 1.6741355895996093
30th percentile: 1.8189963340759276
40th percentile: 2.1006667137146
50th percentile: 2.3823370933532715
60th percentile: 2.4304021835327148
70th percentile: 2.478467273712158
80th percentile: 2.512792682647705
90th percentile: 2.5333784103393553
95th percentile: 2.5436712741851806
99th percentile: 2.551905565261841
mean time: 2.154999113082886
Pipeline stage StressChecker completed in 14.31s
Running pipeline stage DaemonicModelEvalScorer
Pipeline stage DaemonicModelEvalScorer completed in 0.16s
Running M-Eval for topic stay_in_character
Running pipeline stage DaemonicSafetyScorer
M-Eval Dataset for topic stay_in_character is loaded
Pipeline stage DaemonicSafetyScorer completed in 0.34s
%s, retrying in %s seconds...
hastagaras-l3-cukai-8b-dpo_v3 status is now deployed due to DeploymentManager action
%s, retrying in %s seconds...
hastagaras-l3-cukai-8b-dpo_v3 status is now inactive due to auto deactivation removed underperforming models
admin requested tearing down of hastagaras-l3-cukai-8b-dpo_v3
Running pipeline stage ISVCDeleter
Checking if service hastagaras-l3-cukai-8b-dpo-v3 is running
Skipping teardown as no inference service was found
Pipeline stage ISVCDeleter completed in 5.02s
Running pipeline stage MKMLModelDeleter
Cleaning model data from S3
Cleaning model data from model cache
Deleting key hastagaras-l3-cukai-8b-dpo-v3/config.json from bucket guanaco-mkml-models
Deleting key hastagaras-l3-cukai-8b-dpo-v3/flywheel_model.0.safetensors from bucket guanaco-mkml-models
Deleting key hastagaras-l3-cukai-8b-dpo-v3/special_tokens_map.json from bucket guanaco-mkml-models
Deleting key hastagaras-l3-cukai-8b-dpo-v3/tokenizer.json from bucket guanaco-mkml-models
Deleting key hastagaras-l3-cukai-8b-dpo-v3/tokenizer_config.json from bucket guanaco-mkml-models
Cleaning model data from model cache
Deleting key hastagaras-l3-cukai-8b-dpo-v3_reward/config.json from bucket guanaco-reward-models
Deleting key hastagaras-l3-cukai-8b-dpo-v3_reward/merges.txt from bucket guanaco-reward-models
Deleting key hastagaras-l3-cukai-8b-dpo-v3_reward/reward.tensors from bucket guanaco-reward-models
Deleting key hastagaras-l3-cukai-8b-dpo-v3_reward/special_tokens_map.json from bucket guanaco-reward-models
Deleting key hastagaras-l3-cukai-8b-dpo-v3_reward/tokenizer.json from bucket guanaco-reward-models
Deleting key hastagaras-l3-cukai-8b-dpo-v3_reward/tokenizer_config.json from bucket guanaco-reward-models
Deleting key hastagaras-l3-cukai-8b-dpo-v3_reward/vocab.json from bucket guanaco-reward-models
Pipeline stage MKMLModelDeleter completed in 2.87s
hastagaras-l3-cukai-8b-dpo_v3 status is now torndown due to DeploymentManager action

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