submission_id: cgato-l3-thespice-8b-dpo_1939_v1
developer_uid: c.gato
status: inactive
model_repo: cgato/L3-TheSpice-8b-DPO-v1.3-e9.1
reward_repo: ChaiML/reward_gpt2_medium_preference_24m_e2
generation_params: {'temperature': 0.8, 'top_p': 0.9, 'min_p': 0.0, 'top_k': 40, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n'], 'max_input_tokens': 512, 'best_of': 16, 'max_output_tokens': 64}
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}
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: 2024-04-29T04:21:15+00:00
model_name: cgato-l3-thespice-8b-dpo_1939_v1
model_eval_status: success
double_thumbs_up: 99
thumbs_up: 171
thumbs_down: 61
num_battles: 7292
num_wins: 4211
celo_rating: 1212.39
entertaining: 7.5
stay_in_character: 8.54
user_preference: 7.32
safety_score: None
submission_type: basic
model_architecture: LlamaForCausalLM
model_num_parameters: 8030261248.0
best_of: 16
max_input_tokens: 512
max_output_tokens: 64
display_name: cgato-l3-thespice-8b-dpo_1939_v1
double_thumbs_up_ratio: 0.2990936555891239
feedback_count: 331
ineligible_reason: None
language_model: cgato/L3-TheSpice-8b-DPO-v1.3-e9.1
model_score: 7.786666666666666
model_size: 8B
reward_model: ChaiML/reward_gpt2_medium_preference_24m_e2
single_thumbs_up_ratio: 0.5166163141993958
thumbs_down_ratio: 0.18429003021148035
thumbs_up_ratio: 0.8157099697885196
us_pacific_date: 2024-04-28
win_ratio: 0.5774821722435546
Resubmit model
Running pipeline stage MKMLizer
Starting job with name cgato-l3-thespice-8b-dpo-1939-v1-mkmlizer
Waiting for job on cgato-l3-thespice-8b-dpo-1939-v1-mkmlizer to finish
cgato-l3-thespice-8b-dpo-1939-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cgato-l3-thespice-8b-dpo-1939-v1-mkmlizer: ║ _____ __ __ ║
cgato-l3-thespice-8b-dpo-1939-v1-mkmlizer: ║ / _/ /_ ___ __/ / ___ ___ / / ║
cgato-l3-thespice-8b-dpo-1939-v1-mkmlizer: ║ / _/ / // / |/|/ / _ \/ -_) -_) / ║
cgato-l3-thespice-8b-dpo-1939-v1-mkmlizer: ║ /_//_/\_, /|__,__/_//_/\__/\__/_/ ║
cgato-l3-thespice-8b-dpo-1939-v1-mkmlizer: ║ /___/ ║
cgato-l3-thespice-8b-dpo-1939-v1-mkmlizer: ║ ║
cgato-l3-thespice-8b-dpo-1939-v1-mkmlizer: ║ Version: 0.8.10 ║
cgato-l3-thespice-8b-dpo-1939-v1-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
cgato-l3-thespice-8b-dpo-1939-v1-mkmlizer: ║ ║
cgato-l3-thespice-8b-dpo-1939-v1-mkmlizer: ║ The license key for the current software has been verified as ║
cgato-l3-thespice-8b-dpo-1939-v1-mkmlizer: ║ belonging to: ║
cgato-l3-thespice-8b-dpo-1939-v1-mkmlizer: ║ ║
cgato-l3-thespice-8b-dpo-1939-v1-mkmlizer: ║ Chai Research Corp. ║
cgato-l3-thespice-8b-dpo-1939-v1-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
cgato-l3-thespice-8b-dpo-1939-v1-mkmlizer: ║ Expiration: 2024-07-15 23:59:59 ║
cgato-l3-thespice-8b-dpo-1939-v1-mkmlizer: ║ ║
cgato-l3-thespice-8b-dpo-1939-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
cgato-l3-thespice-8b-dpo-1939-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-1939-v1-mkmlizer: warnings.warn(warning_message, FutureWarning)
cgato-l3-thespice-8b-dpo-1939-v1-mkmlizer: Downloaded to shared memory in 25.089s
cgato-l3-thespice-8b-dpo-1939-v1-mkmlizer: quantizing model to /dev/shm/model_cache
cgato-l3-thespice-8b-dpo-1939-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
cgato-l3-thespice-8b-dpo-1939-v1-mkmlizer: Loading 0: 0%| | 0/291 [00:00<?, ?it/s] Loading 0: 64%|██████▍ | 187/291 [00:01<00:00, 107.05it/s] Loading 0: 100%|██████████| 291/291 [00:06<00:00, 38.71it/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-1939-v1-mkmlizer: quantized model in 17.571s
cgato-l3-thespice-8b-dpo-1939-v1-mkmlizer: Processed model cgato/L3-TheSpice-8b-DPO-v1.3-e9.1 in 43.601s
cgato-l3-thespice-8b-dpo-1939-v1-mkmlizer: creating bucket guanaco-mkml-models
cgato-l3-thespice-8b-dpo-1939-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cgato-l3-thespice-8b-dpo-1939-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-1939-v1
cgato-l3-thespice-8b-dpo-1939-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-1939-v1/config.json
cgato-l3-thespice-8b-dpo-1939-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-1939-v1/special_tokens_map.json
cgato-l3-thespice-8b-dpo-1939-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-1939-v1/tokenizer_config.json
cgato-l3-thespice-8b-dpo-1939-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-1939-v1/tokenizer.json
cgato-l3-thespice-8b-dpo-1939-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cgato-l3-thespice-8b-dpo-1939-v1/flywheel_model.0.safetensors
cgato-l3-thespice-8b-dpo-1939-v1-mkmlizer: loading reward model from ChaiML/reward_gpt2_medium_preference_24m_e2
cgato-l3-thespice-8b-dpo-1939-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-1939-v1-mkmlizer: warnings.warn(
cgato-l3-thespice-8b-dpo-1939-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-1939-v1-mkmlizer: warnings.warn(
cgato-l3-thespice-8b-dpo-1939-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-1939-v1-mkmlizer: warnings.warn(
cgato-l3-thespice-8b-dpo-1939-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-1939-v1-mkmlizer: return self.fget.__get__(instance, owner)()
cgato-l3-thespice-8b-dpo-1939-v1-mkmlizer: Saving model to /tmp/reward_cache/reward.tensors
cgato-l3-thespice-8b-dpo-1939-v1-mkmlizer: Bucket 's3://guanaco-reward-models/' created
cgato-l3-thespice-8b-dpo-1939-v1-mkmlizer: uploading /tmp/reward_cache to s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-1939-v1_reward
cgato-l3-thespice-8b-dpo-1939-v1-mkmlizer: cp /tmp/reward_cache/special_tokens_map.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-1939-v1_reward/special_tokens_map.json
cgato-l3-thespice-8b-dpo-1939-v1-mkmlizer: cp /tmp/reward_cache/tokenizer_config.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-1939-v1_reward/tokenizer_config.json
cgato-l3-thespice-8b-dpo-1939-v1-mkmlizer: cp /tmp/reward_cache/config.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-1939-v1_reward/config.json
cgato-l3-thespice-8b-dpo-1939-v1-mkmlizer: cp /tmp/reward_cache/merges.txt s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-1939-v1_reward/merges.txt
cgato-l3-thespice-8b-dpo-1939-v1-mkmlizer: cp /tmp/reward_cache/vocab.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-1939-v1_reward/vocab.json
cgato-l3-thespice-8b-dpo-1939-v1-mkmlizer: cp /tmp/reward_cache/tokenizer.json s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-1939-v1_reward/tokenizer.json
cgato-l3-thespice-8b-dpo-1939-v1-mkmlizer: cp /tmp/reward_cache/reward.tensors s3://guanaco-reward-models/cgato-l3-thespice-8b-dpo-1939-v1_reward/reward.tensors
Job cgato-l3-thespice-8b-dpo-1939-v1-mkmlizer completed after 73.8s with status: succeeded
Stopping job with name cgato-l3-thespice-8b-dpo-1939-v1-mkmlizer
Pipeline stage MKMLizer completed in 79.06s
Running pipeline stage MKMLKubeTemplater
Pipeline stage MKMLKubeTemplater completed in 0.09s
Running pipeline stage ISVCDeployer
Creating inference service cgato-l3-thespice-8b-dpo-1939-v1
Waiting for inference service cgato-l3-thespice-8b-dpo-1939-v1 to be ready
Failed to get response for submission blend_fibut_2024-04-27: ('http://cgato-l3-thespice-8b-dpo-9425-v1-predictor-default.tenant-chaiml-guanaco.knative.ord1.coreweave.cloud/v1/models/GPT-J-6B-lit-v2:predict', 'request timeout')
Inference service cgato-l3-thespice-8b-dpo-1939-v1 ready after 30.168272495269775s
Pipeline stage ISVCDeployer completed in 37.94s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.107813835144043s
Received healthy response to inference request in 1.2685279846191406s
Received healthy response to inference request in 1.2848310470581055s
Received healthy response to inference request in 1.3004026412963867s
Received healthy response to inference request in 1.2650275230407715s
5 requests
0 failed requests
5th percentile: 1.2657276153564454
10th percentile: 1.266427707672119
20th percentile: 1.2678278923034667
30th percentile: 1.2717885971069336
40th percentile: 1.2783098220825195
50th percentile: 1.2848310470581055
60th percentile: 1.291059684753418
70th percentile: 1.2972883224487304
80th percentile: 1.461884880065918
90th percentile: 1.7848493576049806
95th percentile: 1.9463315963745116
99th percentile: 2.0755173873901365
mean time: 1.4453206062316895
Pipeline stage StressChecker completed in 7.99s
Running pipeline stage DaemonicModelEvalScorer
Pipeline stage DaemonicModelEvalScorer completed in 0.04s
Running pipeline stage DaemonicSafetyScorer
Running M-Eval for topic stay_in_character
Pipeline stage DaemonicSafetyScorer completed in 0.05s
%s, retrying in %s seconds...
M-Eval Dataset for topic stay_in_character is loaded
cgato-l3-thespice-8b-dpo_1939_v1 status is now deployed due to DeploymentManager action
%s, retrying in %s seconds...
cgato-l3-thespice-8b-dpo_1939_v1 status is now inactive due to auto deactivation removed underperforming models

Usage Metrics

Latency Metrics