developer_uid: Nitral-AI
submission_id: nitral-ai-domain-fusion-l3-8b_v3
model_name: nitral-ai-domain-fusion-chatml
model_group: Nitral-AI/Domain-Fusion-
status: torndown
timestamp: 2024-06-20T15:00:50+00:00
num_battles: 29694
num_wins: 15659
celo_rating: 1204.7
family_friendly_score: 0.0
submission_type: basic
model_repo: Nitral-AI/Domain-Fusion-L3-8B
model_architecture: LlamaForCausalLM
reward_repo: ChaiML/reward_gpt2_medium_preference_24m_e2
model_num_parameters: 8030261248.0
best_of: 16
max_input_tokens: 512
max_output_tokens: 64
display_name: nitral-ai-domain-fusion-chatml
is_internal_developer: False
language_model: Nitral-AI/Domain-Fusion-L3-8B
model_size: 8B
ranking_group: single
us_pacific_date: 2024-06-20
win_ratio: 0.5273455917020273
generation_params: {'temperature': 0.95, 'top_p': 1.0, 'min_p': 0.08, 'top_k': 40, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n', '<|im_end|>'], 'max_input_tokens': 512, 'best_of': 16, 'max_output_tokens': 64}
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': False}
reward_formatter: {'bot_template': '<|im_start|>assistant\n{bot_name}: {message}<|im_end|>\n', 'memory_template': '<|im_start|>system\n{memory}<|im_end|>\n', 'prompt_template': '<|im_start|>user\n{prompt}<|im_end|>\n', 'response_template': '<|im_start|>assistant\n{bot_name}:', 'truncate_by_message': False, 'user_template': '<|im_start|>user\n{user_name}: {message}<|im_end|>\n'}
Resubmit model
Running pipeline stage MKMLizer
Starting job with name nitral-ai-domain-fusion-l3-8b-v3-mkmlizer
Waiting for job on nitral-ai-domain-fusion-l3-8b-v3-mkmlizer to finish
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: ║     _____            __           __                                ║
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: ║       /___/                                                         ║
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: ║                                                                     ║
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: ║  Version: 0.8.14                                                    ║
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: ║  https://mk1.ai                                                     ║
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: ║                                                                     ║
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: ║  belonging to:                                                      ║
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: ║                                                                     ║
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: ║  Chai Research Corp.                                                ║
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: ║  Expiration: 2024-07-15 23:59:59                                    ║
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: ║                                                                     ║
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
nitral-ai-domain-fusion-l3-8b-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.
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer:   warnings.warn(warning_message, FutureWarning)
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: Downloaded to shared memory in 25.115s
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: quantizing model to /dev/shm/model_cache
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: 
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Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained.
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: quantized model in 19.715s
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: Processed model Nitral-AI/Domain-Fusion-L3-8B in 45.948s
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: creating bucket guanaco-mkml-models
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/nitral-ai-domain-fusion-l3-8b-v3/config.json
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/nitral-ai-domain-fusion-l3-8b-v3/special_tokens_map.json
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/nitral-ai-domain-fusion-l3-8b-v3/tokenizer_config.json
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/nitral-ai-domain-fusion-l3-8b-v3/tokenizer.json
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/nitral-ai-domain-fusion-l3-8b-v3/flywheel_model.0.safetensors
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: loading reward model from ChaiML/reward_gpt2_medium_preference_24m_e2
nitral-ai-domain-fusion-l3-8b-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.
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer:   warnings.warn(
nitral-ai-domain-fusion-l3-8b-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.
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer:   warnings.warn(
nitral-ai-domain-fusion-l3-8b-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.
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer:   warnings.warn(
nitral-ai-domain-fusion-l3-8b-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()
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer:   return self.fget.__get__(instance, owner)()
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: Saving model to /tmp/reward_cache/reward.tensors
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: Saving duration: 0.316s
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: Processed model ChaiML/reward_gpt2_medium_preference_24m_e2 in 6.478s
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: creating bucket guanaco-reward-models
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: Bucket 's3://guanaco-reward-models/' created
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: uploading /tmp/reward_cache to s3://guanaco-reward-models/nitral-ai-domain-fusion-l3-8b-v3_reward
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: cp /tmp/reward_cache/config.json s3://guanaco-reward-models/nitral-ai-domain-fusion-l3-8b-v3_reward/config.json
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: cp /tmp/reward_cache/special_tokens_map.json s3://guanaco-reward-models/nitral-ai-domain-fusion-l3-8b-v3_reward/special_tokens_map.json
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: cp /tmp/reward_cache/tokenizer_config.json s3://guanaco-reward-models/nitral-ai-domain-fusion-l3-8b-v3_reward/tokenizer_config.json
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: cp /tmp/reward_cache/merges.txt s3://guanaco-reward-models/nitral-ai-domain-fusion-l3-8b-v3_reward/merges.txt
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: cp /tmp/reward_cache/vocab.json s3://guanaco-reward-models/nitral-ai-domain-fusion-l3-8b-v3_reward/vocab.json
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: cp /tmp/reward_cache/tokenizer.json s3://guanaco-reward-models/nitral-ai-domain-fusion-l3-8b-v3_reward/tokenizer.json
nitral-ai-domain-fusion-l3-8b-v3-mkmlizer: cp /tmp/reward_cache/reward.tensors s3://guanaco-reward-models/nitral-ai-domain-fusion-l3-8b-v3_reward/reward.tensors
Job nitral-ai-domain-fusion-l3-8b-v3-mkmlizer completed after 74.0s with status: succeeded
Stopping job with name nitral-ai-domain-fusion-l3-8b-v3-mkmlizer
Pipeline stage MKMLizer completed in 75.93s
Running pipeline stage MKMLKubeTemplater
Pipeline stage MKMLKubeTemplater completed in 0.08s
Running pipeline stage ISVCDeployer
Creating inference service nitral-ai-domain-fusion-l3-8b-v3
Waiting for inference service nitral-ai-domain-fusion-l3-8b-v3 to be ready
Inference service nitral-ai-domain-fusion-l3-8b-v3 ready after 40.278934717178345s
Pipeline stage ISVCDeployer completed in 46.71s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.8737871646881104s
Received healthy response to inference request in 1.273179531097412s
Received healthy response to inference request in 1.2873423099517822s
Received healthy response to inference request in 1.2683522701263428s
Received healthy response to inference request in 1.2649221420288086s
5 requests
0 failed requests
5th percentile: 1.2656081676483155
10th percentile: 1.2662941932678222
20th percentile: 1.2676662445068358
30th percentile: 1.2693177223205567
40th percentile: 1.2712486267089844
50th percentile: 1.273179531097412
60th percentile: 1.2788446426391602
70th percentile: 1.2845097541809083
80th percentile: 1.404631280899048
90th percentile: 1.639209222793579
95th percentile: 1.7564981937408446
99th percentile: 1.8503293704986572
mean time: 1.3935166835784911
Pipeline stage StressChecker completed in 7.65s
Running pipeline stage DaemonicSafetyScorer
Pipeline stage DaemonicSafetyScorer completed in 0.03s
nitral-ai-domain-fusion-l3-8b_v3 status is now deployed due to DeploymentManager action
nitral-ai-domain-fusion-l3-8b_v3 status is now inactive due to auto deactivation removed underperforming models
admin requested tearing down of nitral-ai-domain-fusion-l3-8b_v3
Running pipeline stage ISVCDeleter
Checking if service nitral-ai-domain-fusion-l3-8b-v3 is running
Skipping teardown as no inference service was found
Pipeline stage ISVCDeleter completed in 4.46s
Running pipeline stage MKMLModelDeleter
Cleaning model data from S3
Cleaning model data from model cache
Deleting key nitral-ai-domain-fusion-l3-8b-v3/config.json from bucket guanaco-mkml-models
Deleting key nitral-ai-domain-fusion-l3-8b-v3/flywheel_model.0.safetensors from bucket guanaco-mkml-models
Deleting key nitral-ai-domain-fusion-l3-8b-v3/special_tokens_map.json from bucket guanaco-mkml-models
Deleting key nitral-ai-domain-fusion-l3-8b-v3/tokenizer.json from bucket guanaco-mkml-models
Deleting key nitral-ai-domain-fusion-l3-8b-v3/tokenizer_config.json from bucket guanaco-mkml-models
Cleaning model data from model cache
Deleting key nitral-ai-domain-fusion-l3-8b-v3_reward/config.json from bucket guanaco-reward-models
Deleting key nitral-ai-domain-fusion-l3-8b-v3_reward/merges.txt from bucket guanaco-reward-models
Deleting key nitral-ai-domain-fusion-l3-8b-v3_reward/reward.tensors from bucket guanaco-reward-models
Deleting key nitral-ai-domain-fusion-l3-8b-v3_reward/special_tokens_map.json from bucket guanaco-reward-models
Deleting key nitral-ai-domain-fusion-l3-8b-v3_reward/tokenizer.json from bucket guanaco-reward-models
Deleting key nitral-ai-domain-fusion-l3-8b-v3_reward/tokenizer_config.json from bucket guanaco-reward-models
Deleting key nitral-ai-domain-fusion-l3-8b-v3_reward/vocab.json from bucket guanaco-reward-models
Pipeline stage MKMLModelDeleter completed in 5.49s
nitral-ai-domain-fusion-l3-8b_v3 status is now torndown due to DeploymentManager action