submission_id: cgato-l3-thespice-8b-dpo_8705_v1
developer_uid: c.gato
status: inactive
model_repo: cgato/L3-TheSpice-8b-DPO-v3.2-e16.1
reward_repo: ChaiML/reward_gpt2_medium_preference_24m_e2
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', 'You:'], 'max_input_tokens': 512, 'best_of': 16, 'max_output_tokens': 64}
formatter: {'memory_template': "<|im_start|>system\n{bot_name}'s Persona: {memory}\n", 'prompt_template': '***\n{prompt}\n***<|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}
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': True}
timestamp: 2024-06-04T17:08:37+00:00
model_name: cgato-l3-thespice-8b-dpo_8705_v1
model_eval_status: success
model_group: cgato/L3-TheSpice-8b-DPO
num_battles: 18569
num_wins: 9648
celo_rating: 1199.09
safety_score: 0.9
propriety_score: 0.7022727272727273
propriety_total_count: 440.0
submission_type: basic
model_architecture: LlamaForCausalLM
model_num_parameters: 8030277632.0
best_of: 16
max_input_tokens: 512
max_output_tokens: 64
display_name: cgato-l3-thespice-8b-dpo_8705_v1
ineligible_reason: propriety_total_count < 5000
language_model: cgato/L3-TheSpice-8b-DPO-v3.2-e16.1
model_size: 8B
reward_model: ChaiML/reward_gpt2_medium_preference_24m_e2
us_pacific_date: 2024-06-04
win_ratio: 0.519575636814045
Resubmit model
Running pipeline stage MKMLizer
Starting job with name cgato-l3-thespice-8b-dpo-8705-v1-mkmlizer
Waiting for job on cgato-l3-thespice-8b-dpo-8705-v1-mkmlizer to finish
cgato-l3-thespice-8b-dpo-8705-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
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cgato-l3-thespice-8b-dpo-8705-v1-mkmlizer: ║ Version: 0.8.14 ║
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cgato-l3-thespice-8b-dpo-8705-v1-mkmlizer: ║ Chai Research Corp. ║
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cgato-l3-thespice-8b-dpo-8705-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
cgato-l3-thespice-8b-dpo-8705-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-8705-v1-mkmlizer: warnings.warn(warning_message, FutureWarning)
cgato-l3-thespice-8b-dpo-8705-v1-mkmlizer: Downloaded to shared memory in 32.800s
cgato-l3-thespice-8b-dpo-8705-v1-mkmlizer: quantizing model to /dev/shm/model_cache
cgato-l3-thespice-8b-dpo-8705-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
cgato-l3-thespice-8b-dpo-8705-v1-mkmlizer: Loading 0: 0%| | 0/291 [00:00<?, ?it/s] Loading 0: 29%|██▊ | 83/291 [00:01<00:02, 82.65it/s] Loading 0: 64%|██████▍ | 187/291 [00:01<00:01, 96.67it/s] Loading 0: 99%|█████████▊| 287/291 [00:02<00:00, 141.38it/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-8705-v1-mkmlizer: quantized model in 23.012s
cgato-l3-thespice-8b-dpo-8705-v1-mkmlizer: Processed model cgato/L3-TheSpice-8b-DPO-v3.2-e16.1 in 58.316s
cgato-l3-thespice-8b-dpo-8705-v1-mkmlizer: creating bucket guanaco-mkml-models
cgato-l3-thespice-8b-dpo-8705-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cgato-l3-thespice-8b-dpo-8705-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-8705-v1
cgato-l3-thespice-8b-dpo-8705-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-8705-v1/tokenizer_config.json
cgato-l3-thespice-8b-dpo-8705-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-8705-v1/config.json
cgato-l3-thespice-8b-dpo-8705-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-8705-v1/special_tokens_map.json
cgato-l3-thespice-8b-dpo-8705-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-8705-v1/tokenizer.json
cgato-l3-thespice-8b-dpo-8705-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-8705-v1/flywheel_model.0.safetensors
cgato-l3-thespice-8b-dpo-8705-v1-mkmlizer: loading reward model from ChaiML/reward_gpt2_medium_preference_24m_e2
cgato-l3-thespice-8b-dpo-8705-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-8705-v1-mkmlizer: warnings.warn(
cgato-l3-thespice-8b-dpo-8705-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-8705-v1-mkmlizer: warnings.warn(
cgato-l3-thespice-8b-dpo-8705-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-8705-v1-mkmlizer: warnings.warn(
cgato-l3-thespice-8b-dpo-8705-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-8705-v1-mkmlizer: return self.fget.__get__(instance, owner)()
cgato-l3-thespice-8b-dpo-8705-v1-mkmlizer: Saving model to /tmp/reward_cache/reward.tensors
cgato-l3-thespice-8b-dpo-8705-v1-mkmlizer: Saving duration: 0.403s
cgato-l3-thespice-8b-dpo-8705-v1-mkmlizer: Processed model ChaiML/reward_gpt2_medium_preference_24m_e2 in 7.218s
cgato-l3-thespice-8b-dpo-8705-v1-mkmlizer: creating bucket guanaco-reward-models
cgato-l3-thespice-8b-dpo-8705-v1-mkmlizer: Bucket 's3://guanaco-reward-models/' created
cgato-l3-thespice-8b-dpo-8705-v1-mkmlizer: uploading /tmp/reward_cache to s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-8705-v1_reward
cgato-l3-thespice-8b-dpo-8705-v1-mkmlizer: cp /tmp/reward_cache/config.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-8705-v1_reward/config.json
cgato-l3-thespice-8b-dpo-8705-v1-mkmlizer: cp /tmp/reward_cache/special_tokens_map.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-8705-v1_reward/special_tokens_map.json
cgato-l3-thespice-8b-dpo-8705-v1-mkmlizer: cp /tmp/reward_cache/tokenizer_config.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-8705-v1_reward/tokenizer_config.json
cgato-l3-thespice-8b-dpo-8705-v1-mkmlizer: cp /tmp/reward_cache/merges.txt s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-8705-v1_reward/merges.txt
cgato-l3-thespice-8b-dpo-8705-v1-mkmlizer: cp /tmp/reward_cache/vocab.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-8705-v1_reward/vocab.json
cgato-l3-thespice-8b-dpo-8705-v1-mkmlizer: cp /tmp/reward_cache/tokenizer.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-8705-v1_reward/tokenizer.json
cgato-l3-thespice-8b-dpo-8705-v1-mkmlizer: cp /tmp/reward_cache/reward.tensors s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-8705-v1_reward/reward.tensors
Job cgato-l3-thespice-8b-dpo-8705-v1-mkmlizer completed after 83.89s with status: succeeded
Stopping job with name cgato-l3-thespice-8b-dpo-8705-v1-mkmlizer
Pipeline stage MKMLizer completed in 89.49s
Running pipeline stage MKMLKubeTemplater
Pipeline stage MKMLKubeTemplater completed in 0.09s
Running pipeline stage ISVCDeployer
Creating inference service cgato-l3-thespice-8b-dpo-8705-v1
Waiting for inference service cgato-l3-thespice-8b-dpo-8705-v1 to be ready
Inference service cgato-l3-thespice-8b-dpo-8705-v1 ready after 30.216763019561768s
Pipeline stage ISVCDeployer completed in 37.86s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.7182326316833496s
Received healthy response to inference request in 1.340207815170288s
Received healthy response to inference request in 1.2935798168182373s
Received healthy response to inference request in 1.3008530139923096s
Received healthy response to inference request in 1.2833871841430664s
5 requests
0 failed requests
5th percentile: 1.2854257106781006
10th percentile: 1.2874642372131349
20th percentile: 1.291541290283203
30th percentile: 1.2950344562530518
40th percentile: 1.2979437351226806
50th percentile: 1.3008530139923096
60th percentile: 1.316594934463501
70th percentile: 1.3323368549346923
80th percentile: 1.6158127784729006
90th percentile: 2.167022705078125
95th percentile: 2.4426276683807373
99th percentile: 2.663111639022827
mean time: 1.5872520923614502
Pipeline stage StressChecker completed in 8.57s
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_8705_v1 status is now deployed due to DeploymentManager action
cgato-l3-thespice-8b-dpo_8705_v1 status is now inactive due to auto deactivation removed underperforming models

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