submission_id: nitral-ai-domain-fusion-l3-8b_v2
developer_uid: Nitral-AI
best_of: 4
celo_rating: 1183.44
display_name: nitral-ai-domain-fusion-chatml
family_friendly_score: 0.0
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}
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'], 'max_input_tokens': 512, 'best_of': 4, 'max_output_tokens': 64}
is_internal_developer: False
language_model: Nitral-AI/Domain-Fusion-L3-8B
max_input_tokens: 512
max_output_tokens: 64
model_architecture: LlamaForCausalLM
model_group: Nitral-AI/Domain-Fusion-
model_name: nitral-ai-domain-fusion-chatml
model_num_parameters: 8030261248.0
model_repo: Nitral-AI/Domain-Fusion-L3-8B
model_size: 8B
num_battles: 32978
num_wins: 16193
ranking_group: single
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'}
reward_repo: ChaiML/reward_gpt2_medium_preference_24m_e2
status: torndown
submission_type: basic
timestamp: 2024-06-20T14:51:54+00:00
us_pacific_date: 2024-06-20
win_ratio: 0.4910243192431318
Resubmit model
Running pipeline stage MKMLizer
Starting job with name nitral-ai-domain-fusion-l3-8b-v2-mkmlizer
Waiting for job on nitral-ai-domain-fusion-l3-8b-v2-mkmlizer to finish
nitral-ai-domain-fusion-l3-8b-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
nitral-ai-domain-fusion-l3-8b-v2-mkmlizer: ║     _____            __           __                                ║
nitral-ai-domain-fusion-l3-8b-v2-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
nitral-ai-domain-fusion-l3-8b-v2-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
nitral-ai-domain-fusion-l3-8b-v2-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
nitral-ai-domain-fusion-l3-8b-v2-mkmlizer: ║       /___/                                                         ║
nitral-ai-domain-fusion-l3-8b-v2-mkmlizer: ║                                                                     ║
nitral-ai-domain-fusion-l3-8b-v2-mkmlizer: ║  Version: 0.8.14                                                    ║
nitral-ai-domain-fusion-l3-8b-v2-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
nitral-ai-domain-fusion-l3-8b-v2-mkmlizer: ║  https://mk1.ai                                                     ║
nitral-ai-domain-fusion-l3-8b-v2-mkmlizer: ║                                                                     ║
nitral-ai-domain-fusion-l3-8b-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
nitral-ai-domain-fusion-l3-8b-v2-mkmlizer: ║  belonging to:                                                      ║
nitral-ai-domain-fusion-l3-8b-v2-mkmlizer: ║                                                                     ║
nitral-ai-domain-fusion-l3-8b-v2-mkmlizer: ║  Chai Research Corp.                                                ║
nitral-ai-domain-fusion-l3-8b-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
nitral-ai-domain-fusion-l3-8b-v2-mkmlizer: ║  Expiration: 2024-07-15 23:59:59                                    ║
nitral-ai-domain-fusion-l3-8b-v2-mkmlizer: ║                                                                     ║
nitral-ai-domain-fusion-l3-8b-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
nitral-ai-domain-fusion-l3-8b-v2-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-v2-mkmlizer:   warnings.warn(warning_message, FutureWarning)
nitral-ai-domain-fusion-l3-8b-v2-mkmlizer: Downloaded to shared memory in 19.928s
nitral-ai-domain-fusion-l3-8b-v2-mkmlizer: quantizing model to /dev/shm/model_cache
nitral-ai-domain-fusion-l3-8b-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
nitral-ai-domain-fusion-l3-8b-v2-mkmlizer: 
Loading 0:   0%|          | 0/291 [00:00<?, ?it/s]
Loading 0:   1%|          | 2/291 [00:04<11:11,  2.32s/it]
Loading 0:   5%|▌         | 15/291 [00:04<01:04,  4.28it/s]
Loading 0:  11%|█         | 32/291 [00:04<00:23, 11.03it/s]
Loading 0:  17%|█▋        | 49/291 [00:04<00:12, 19.77it/s]
Loading 0:  22%|██▏       | 63/291 [00:05<00:09, 23.43it/s]
Loading 0:  27%|██▋       | 78/291 [00:05<00:06, 33.13it/s]
Loading 0:  33%|███▎      | 95/291 [00:05<00:04, 46.57it/s]
Loading 0:  38%|███▊      | 112/291 [00:05<00:02, 61.37it/s]
Loading 0:  44%|████▎     | 127/291 [00:05<00:02, 74.52it/s]
Loading 0:  49%|████▉     | 142/291 [00:05<00:01, 86.06it/s]
Loading 0:  55%|█████▍    | 159/291 [00:06<00:01, 99.62it/s]
Loading 0:  60%|█████▉    | 174/291 [00:06<00:01, 69.69it/s]
Loading 0:  64%|██████▍   | 186/291 [00:06<00:01, 74.69it/s]
Loading 0:  70%|███████   | 204/291 [00:06<00:00, 91.53it/s]
Loading 0:  76%|███████▋  | 222/291 [00:06<00:00, 107.12it/s]
Loading 0:  82%|████████▏ | 240/291 [00:06<00:00, 119.73it/s]
Loading 0:  89%|████████▊ | 258/291 [00:06<00:00, 130.22it/s]
Loading 0:  94%|█████████▍| 273/291 [00:07<00:00, 87.44it/s] 
Loading 0:  98%|█████████▊| 285/291 [00:07<00:00, 93.12it/s]
                                                            
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-v2-mkmlizer: quantized model in 24.053s
nitral-ai-domain-fusion-l3-8b-v2-mkmlizer: Processed model Nitral-AI/Domain-Fusion-L3-8B in 46.769s
nitral-ai-domain-fusion-l3-8b-v2-mkmlizer: creating bucket guanaco-mkml-models
nitral-ai-domain-fusion-l3-8b-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
nitral-ai-domain-fusion-l3-8b-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/nitral-ai-domain-fusion-l3-8b-v2
nitral-ai-domain-fusion-l3-8b-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/nitral-ai-domain-fusion-l3-8b-v2/special_tokens_map.json
nitral-ai-domain-fusion-l3-8b-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/nitral-ai-domain-fusion-l3-8b-v2/config.json
nitral-ai-domain-fusion-l3-8b-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/nitral-ai-domain-fusion-l3-8b-v2/tokenizer_config.json
nitral-ai-domain-fusion-l3-8b-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/nitral-ai-domain-fusion-l3-8b-v2/flywheel_model.0.safetensors
nitral-ai-domain-fusion-l3-8b-v2-mkmlizer: loading reward model from ChaiML/reward_gpt2_medium_preference_24m_e2
nitral-ai-domain-fusion-l3-8b-v2-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-v2-mkmlizer:   warnings.warn(
nitral-ai-domain-fusion-l3-8b-v2-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-v2-mkmlizer:   warnings.warn(
nitral-ai-domain-fusion-l3-8b-v2-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-v2-mkmlizer:   warnings.warn(
nitral-ai-domain-fusion-l3-8b-v2-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-v2-mkmlizer:   return self.fget.__get__(instance, owner)()
nitral-ai-domain-fusion-l3-8b-v2-mkmlizer: Saving model to /tmp/reward_cache/reward.tensors
nitral-ai-domain-fusion-l3-8b-v2-mkmlizer: Saving duration: 0.433s
nitral-ai-domain-fusion-l3-8b-v2-mkmlizer: Processed model ChaiML/reward_gpt2_medium_preference_24m_e2 in 7.224s
nitral-ai-domain-fusion-l3-8b-v2-mkmlizer: creating bucket guanaco-reward-models
nitral-ai-domain-fusion-l3-8b-v2-mkmlizer: Bucket 's3://guanaco-reward-models/' created
nitral-ai-domain-fusion-l3-8b-v2-mkmlizer: uploading /tmp/reward_cache to s3://guanaco-reward-models/nitral-ai-domain-fusion-l3-8b-v2_reward
nitral-ai-domain-fusion-l3-8b-v2-mkmlizer: cp /tmp/reward_cache/tokenizer_config.json s3://guanaco-reward-models/nitral-ai-domain-fusion-l3-8b-v2_reward/tokenizer_config.json
nitral-ai-domain-fusion-l3-8b-v2-mkmlizer: cp /tmp/reward_cache/config.json s3://guanaco-reward-models/nitral-ai-domain-fusion-l3-8b-v2_reward/config.json
nitral-ai-domain-fusion-l3-8b-v2-mkmlizer: cp /tmp/reward_cache/special_tokens_map.json s3://guanaco-reward-models/nitral-ai-domain-fusion-l3-8b-v2_reward/special_tokens_map.json
nitral-ai-domain-fusion-l3-8b-v2-mkmlizer: cp /tmp/reward_cache/vocab.json s3://guanaco-reward-models/nitral-ai-domain-fusion-l3-8b-v2_reward/vocab.json
nitral-ai-domain-fusion-l3-8b-v2-mkmlizer: cp /tmp/reward_cache/merges.txt s3://guanaco-reward-models/nitral-ai-domain-fusion-l3-8b-v2_reward/merges.txt
nitral-ai-domain-fusion-l3-8b-v2-mkmlizer: cp /tmp/reward_cache/tokenizer.json s3://guanaco-reward-models/nitral-ai-domain-fusion-l3-8b-v2_reward/tokenizer.json
nitral-ai-domain-fusion-l3-8b-v2-mkmlizer: cp /tmp/reward_cache/reward.tensors s3://guanaco-reward-models/nitral-ai-domain-fusion-l3-8b-v2_reward/reward.tensors
Job nitral-ai-domain-fusion-l3-8b-v2-mkmlizer completed after 73.56s with status: succeeded
Stopping job with name nitral-ai-domain-fusion-l3-8b-v2-mkmlizer
Pipeline stage MKMLizer completed in 77.00s
Running pipeline stage MKMLKubeTemplater
Pipeline stage MKMLKubeTemplater completed in 0.10s
Running pipeline stage ISVCDeployer
Creating inference service nitral-ai-domain-fusion-l3-8b-v2
Waiting for inference service nitral-ai-domain-fusion-l3-8b-v2 to be ready
Inference service nitral-ai-domain-fusion-l3-8b-v2 ready after 40.26511812210083s
Pipeline stage ISVCDeployer completed in 48.11s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.908909797668457s
Received healthy response to inference request in 1.1360104084014893s
Received healthy response to inference request in 1.1345040798187256s
Received healthy response to inference request in 1.1368908882141113s
Received healthy response to inference request in 2.9645862579345703s
5 requests
0 failed requests
5th percentile: 1.1348053455352782
10th percentile: 1.135106611251831
20th percentile: 1.1357091426849366
30th percentile: 1.1361865043640136
40th percentile: 1.1365386962890625
50th percentile: 1.1368908882141113
60th percentile: 1.4456984519958496
70th percentile: 1.7545060157775878
80th percentile: 2.12004508972168
90th percentile: 2.542315673828125
95th percentile: 2.7534509658813473
99th percentile: 2.9223591995239255
mean time: 1.6561802864074706
Pipeline stage StressChecker completed in 8.89s
Running pipeline stage DaemonicSafetyScorer
Pipeline stage DaemonicSafetyScorer completed in 0.03s
nitral-ai-domain-fusion-l3-8b_v2 status is now deployed due to DeploymentManager action
nitral-ai-domain-fusion-l3-8b_v2 status is now inactive due to auto deactivation removed underperforming models
admin requested tearing down of nitral-ai-domain-fusion-l3-8b_v2
Running pipeline stage ISVCDeleter
Checking if service nitral-ai-domain-fusion-l3-8b-v2 is running
Skipping teardown as no inference service was found
Pipeline stage ISVCDeleter completed in 4.42s
Running pipeline stage MKMLModelDeleter
Cleaning model data from S3
Cleaning model data from model cache
Deleting key nitral-ai-domain-fusion-l3-8b-v2/config.json from bucket guanaco-mkml-models
Deleting key nitral-ai-domain-fusion-l3-8b-v2/flywheel_model.0.safetensors from bucket guanaco-mkml-models
Deleting key nitral-ai-domain-fusion-l3-8b-v2/special_tokens_map.json from bucket guanaco-mkml-models
Deleting key nitral-ai-domain-fusion-l3-8b-v2/tokenizer.json from bucket guanaco-mkml-models
Deleting key nitral-ai-domain-fusion-l3-8b-v2/tokenizer_config.json from bucket guanaco-mkml-models
Cleaning model data from model cache
Deleting key nitral-ai-domain-fusion-l3-8b-v2_reward/config.json from bucket guanaco-reward-models
Deleting key nitral-ai-domain-fusion-l3-8b-v2_reward/merges.txt from bucket guanaco-reward-models
Deleting key nitral-ai-domain-fusion-l3-8b-v2_reward/reward.tensors from bucket guanaco-reward-models
Deleting key nitral-ai-domain-fusion-l3-8b-v2_reward/special_tokens_map.json from bucket guanaco-reward-models
Deleting key nitral-ai-domain-fusion-l3-8b-v2_reward/tokenizer.json from bucket guanaco-reward-models
Deleting key nitral-ai-domain-fusion-l3-8b-v2_reward/tokenizer_config.json from bucket guanaco-reward-models
Deleting key nitral-ai-domain-fusion-l3-8b-v2_reward/vocab.json from bucket guanaco-reward-models
Pipeline stage MKMLModelDeleter completed in 5.75s
nitral-ai-domain-fusion-l3-8b_v2 status is now torndown due to DeploymentManager action