developer_uid: Nitral-AI
submission_id: nitral-ai-domain-fusion-l3-8b_v1
model_name: nitral-ai-domain-fusion-l3-8b_v1
model_group: Nitral-AI/Domain-Fusion-
status: torndown
timestamp: 2024-06-20T14:48:38+00:00
num_battles: 14710
num_wins: 8057
celo_rating: 1212.01
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-l3-8b_v1
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: 0.5477226376614548
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', '<|eot_id|>'], 'max_input_tokens': 512, 'best_of': 16, 'max_output_tokens': 64}
formatter: {'memory_template': "<|begin_of_text|><|start_header_id|>system<|end_header_id|>\n\n{bot_name}'s Persona: {memory}\n\n", 'prompt_template': '{prompt}<|eot_id|>', 'bot_template': '<|start_header_id|>assistant<|end_header_id|>\n\n{bot_name}: {message}<|eot_id|>', 'user_template': '<|start_header_id|>user<|end_header_id|>\n\n{user_name}: {message}<|eot_id|>', 'response_template': '<|start_header_id|>assistant<|end_header_id|>\n\n{bot_name}:', 'truncate_by_message': False}
reward_formatter: {'bot_template': '{bot_name}: {message}\n', 'memory_template': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '{prompt}\n<START>\n', 'response_template': '{bot_name}:', 'truncate_by_message': False, 'user_template': '{user_name}: {message}\n'}
Resubmit model
Running pipeline stage MKMLizer
Starting job with name nitral-ai-domain-fusion-l3-8b-v1-mkmlizer
Waiting for job on nitral-ai-domain-fusion-l3-8b-v1-mkmlizer to finish
Stopping job with name nitral-ai-domain-fusion-l3-8b-v1-mkmlizer
%s, retrying in %s seconds...
Starting job with name nitral-ai-domain-fusion-l3-8b-v1-mkmlizer
Waiting for job on nitral-ai-domain-fusion-l3-8b-v1-mkmlizer to finish
Stopping job with name nitral-ai-domain-fusion-l3-8b-v1-mkmlizer
%s, retrying in %s seconds...
Starting job with name nitral-ai-domain-fusion-l3-8b-v1-mkmlizer
Waiting for job on nitral-ai-domain-fusion-l3-8b-v1-mkmlizer to finish
Retrying (%r) after connection broken by '%r': %s
nitral-ai-domain-fusion-l3-8b-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
nitral-ai-domain-fusion-l3-8b-v1-mkmlizer: ║     _____            __           __                                ║
nitral-ai-domain-fusion-l3-8b-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
nitral-ai-domain-fusion-l3-8b-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
nitral-ai-domain-fusion-l3-8b-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
nitral-ai-domain-fusion-l3-8b-v1-mkmlizer: ║       /___/                                                         ║
nitral-ai-domain-fusion-l3-8b-v1-mkmlizer: ║                                                                     ║
nitral-ai-domain-fusion-l3-8b-v1-mkmlizer: ║  Version: 0.8.14                                                    ║
nitral-ai-domain-fusion-l3-8b-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
nitral-ai-domain-fusion-l3-8b-v1-mkmlizer: ║  https://mk1.ai                                                     ║
nitral-ai-domain-fusion-l3-8b-v1-mkmlizer: ║                                                                     ║
nitral-ai-domain-fusion-l3-8b-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
nitral-ai-domain-fusion-l3-8b-v1-mkmlizer: ║  belonging to:                                                      ║
nitral-ai-domain-fusion-l3-8b-v1-mkmlizer: ║                                                                     ║
nitral-ai-domain-fusion-l3-8b-v1-mkmlizer: ║  Chai Research Corp.                                                ║
nitral-ai-domain-fusion-l3-8b-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
nitral-ai-domain-fusion-l3-8b-v1-mkmlizer: ║  Expiration: 2024-07-15 23:59:59                                    ║
nitral-ai-domain-fusion-l3-8b-v1-mkmlizer: ║                                                                     ║
nitral-ai-domain-fusion-l3-8b-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
nitral-ai-domain-fusion-l3-8b-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.
nitral-ai-domain-fusion-l3-8b-v1-mkmlizer:   warnings.warn(warning_message, FutureWarning)
nitral-ai-domain-fusion-l3-8b-v1-mkmlizer: Downloaded to shared memory in 34.504s
nitral-ai-domain-fusion-l3-8b-v1-mkmlizer: quantizing model to /dev/shm/model_cache
nitral-ai-domain-fusion-l3-8b-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
nitral-ai-domain-fusion-l3-8b-v1-mkmlizer: 
Loading 0:   0%|          | 0/291 [00:00<?, ?it/s]
Loading 0:   1%|          | 2/291 [00:04<11:21,  2.36s/it]
Loading 0:   5%|▌         | 15/291 [00:04<01:05,  4.23it/s]
Loading 0:  11%|█▏        | 33/291 [00:04<00:22, 11.24it/s]
Loading 0:  18%|█▊        | 51/291 [00:05<00:11, 20.21it/s]
Loading 0:  22%|██▏       | 65/291 [00:05<00:09, 23.97it/s]
Loading 0:  27%|██▋       | 78/291 [00:05<00:06, 32.25it/s]
Loading 0:  33%|███▎      | 96/291 [00:05<00:04, 46.46it/s]
Loading 0:  39%|███▉      | 113/291 [00:05<00:02, 61.48it/s]
Loading 0:  45%|████▌     | 131/291 [00:05<00:02, 77.96it/s]
Loading 0:  51%|█████     | 149/291 [00:05<00:01, 93.88it/s]
Loading 0:  57%|█████▋    | 166/291 [00:06<00:01, 70.58it/s]
Loading 0:  61%|██████    | 178/291 [00:06<00:01, 77.43it/s]
Loading 0:  67%|██████▋   | 194/291 [00:06<00:01, 92.04it/s]
Loading 0:  73%|███████▎  | 212/291 [00:06<00:00, 107.52it/s]
Loading 0:  79%|███████▉  | 230/291 [00:06<00:00, 120.04it/s]
Loading 0:  85%|████████▍ | 247/291 [00:06<00:00, 131.30it/s]
Loading 0:  90%|█████████ | 263/291 [00:06<00:00, 134.53it/s]
Loading 0:  96%|█████████▌| 278/291 [00:07<00:00, 84.22it/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-v1-mkmlizer: quantized model in 23.857s
nitral-ai-domain-fusion-l3-8b-v1-mkmlizer: Processed model Nitral-AI/Domain-Fusion-L3-8B in 61.066s
nitral-ai-domain-fusion-l3-8b-v1-mkmlizer: creating bucket guanaco-mkml-models
nitral-ai-domain-fusion-l3-8b-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
nitral-ai-domain-fusion-l3-8b-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/nitral-ai-domain-fusion-l3-8b-v1
nitral-ai-domain-fusion-l3-8b-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/nitral-ai-domain-fusion-l3-8b-v1/config.json
nitral-ai-domain-fusion-l3-8b-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/nitral-ai-domain-fusion-l3-8b-v1/tokenizer_config.json
nitral-ai-domain-fusion-l3-8b-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/nitral-ai-domain-fusion-l3-8b-v1/special_tokens_map.json
nitral-ai-domain-fusion-l3-8b-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/nitral-ai-domain-fusion-l3-8b-v1/tokenizer.json
nitral-ai-domain-fusion-l3-8b-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/nitral-ai-domain-fusion-l3-8b-v1/flywheel_model.0.safetensors
nitral-ai-domain-fusion-l3-8b-v1-mkmlizer: loading reward model from ChaiML/reward_gpt2_medium_preference_24m_e2
nitral-ai-domain-fusion-l3-8b-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.
nitral-ai-domain-fusion-l3-8b-v1-mkmlizer:   warnings.warn(
nitral-ai-domain-fusion-l3-8b-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.
nitral-ai-domain-fusion-l3-8b-v1-mkmlizer:   warnings.warn(
nitral-ai-domain-fusion-l3-8b-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.
nitral-ai-domain-fusion-l3-8b-v1-mkmlizer:   warnings.warn(
nitral-ai-domain-fusion-l3-8b-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()
nitral-ai-domain-fusion-l3-8b-v1-mkmlizer:   return self.fget.__get__(instance, owner)()
nitral-ai-domain-fusion-l3-8b-v1-mkmlizer: Saving model to /tmp/reward_cache/reward.tensors
nitral-ai-domain-fusion-l3-8b-v1-mkmlizer: Saving duration: 0.423s
nitral-ai-domain-fusion-l3-8b-v1-mkmlizer: Processed model ChaiML/reward_gpt2_medium_preference_24m_e2 in 7.521s
nitral-ai-domain-fusion-l3-8b-v1-mkmlizer: creating bucket guanaco-reward-models
nitral-ai-domain-fusion-l3-8b-v1-mkmlizer: Bucket 's3://guanaco-reward-models/' created
nitral-ai-domain-fusion-l3-8b-v1-mkmlizer: uploading /tmp/reward_cache to s3://guanaco-reward-models/nitral-ai-domain-fusion-l3-8b-v1_reward
nitral-ai-domain-fusion-l3-8b-v1-mkmlizer: cp /tmp/reward_cache/config.json s3://guanaco-reward-models/nitral-ai-domain-fusion-l3-8b-v1_reward/config.json
nitral-ai-domain-fusion-l3-8b-v1-mkmlizer: cp /tmp/reward_cache/tokenizer_config.json s3://guanaco-reward-models/nitral-ai-domain-fusion-l3-8b-v1_reward/tokenizer_config.json
nitral-ai-domain-fusion-l3-8b-v1-mkmlizer: cp /tmp/reward_cache/merges.txt s3://guanaco-reward-models/nitral-ai-domain-fusion-l3-8b-v1_reward/merges.txt
nitral-ai-domain-fusion-l3-8b-v1-mkmlizer: cp /tmp/reward_cache/vocab.json s3://guanaco-reward-models/nitral-ai-domain-fusion-l3-8b-v1_reward/vocab.json
nitral-ai-domain-fusion-l3-8b-v1-mkmlizer: cp /tmp/reward_cache/special_tokens_map.json s3://guanaco-reward-models/nitral-ai-domain-fusion-l3-8b-v1_reward/special_tokens_map.json
nitral-ai-domain-fusion-l3-8b-v1-mkmlizer: cp /tmp/reward_cache/tokenizer.json s3://guanaco-reward-models/nitral-ai-domain-fusion-l3-8b-v1_reward/tokenizer.json
nitral-ai-domain-fusion-l3-8b-v1-mkmlizer: cp /tmp/reward_cache/reward.tensors s3://guanaco-reward-models/nitral-ai-domain-fusion-l3-8b-v1_reward/reward.tensors
Job nitral-ai-domain-fusion-l3-8b-v1-mkmlizer completed after 97.31s with status: succeeded
Stopping job with name nitral-ai-domain-fusion-l3-8b-v1-mkmlizer
Pipeline stage MKMLizer completed in 102.79s
Running pipeline stage MKMLKubeTemplater
Pipeline stage MKMLKubeTemplater completed in 0.09s
Running pipeline stage ISVCDeployer
Creating inference service nitral-ai-domain-fusion-l3-8b-v1
Waiting for inference service nitral-ai-domain-fusion-l3-8b-v1 to be ready
Inference service nitral-ai-domain-fusion-l3-8b-v1 ready after 50.41401815414429s
Pipeline stage ISVCDeployer completed in 61.46s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.141758680343628s
Received healthy response to inference request in 1.3560998439788818s
Received healthy response to inference request in 1.3365256786346436s
Received healthy response to inference request in 1.2938597202301025s
Received healthy response to inference request in 1.3607838153839111s
5 requests
0 failed requests
5th percentile: 1.3023929119110107
10th percentile: 1.3109261035919189
20th percentile: 1.3279924869537354
30th percentile: 1.3404405117034912
40th percentile: 1.3482701778411865
50th percentile: 1.3560998439788818
60th percentile: 1.3579734325408936
70th percentile: 1.3598470211029052
80th percentile: 1.5169787883758545
90th percentile: 1.8293687343597413
95th percentile: 1.9855637073516845
99th percentile: 2.1105196857452393
mean time: 1.4978055477142334
Pipeline stage StressChecker completed in 8.15s
Running pipeline stage DaemonicSafetyScorer
Pipeline stage DaemonicSafetyScorer completed in 0.03s
nitral-ai-domain-fusion-l3-8b_v1 status is now deployed due to DeploymentManager action
nitral-ai-domain-fusion-l3-8b_v1 status is now inactive due to auto deactivation removed underperforming models
admin requested tearing down of nitral-ai-domain-fusion-l3-8b_v1
Running pipeline stage ISVCDeleter
Checking if service nitral-ai-domain-fusion-l3-8b-v1 is running
Skipping teardown as no inference service was found
Pipeline stage ISVCDeleter completed in 4.41s
Running pipeline stage MKMLModelDeleter
Cleaning model data from S3
Cleaning model data from model cache
Deleting key nitral-ai-domain-fusion-l3-8b-v1/config.json from bucket guanaco-mkml-models
Deleting key nitral-ai-domain-fusion-l3-8b-v1/flywheel_model.0.safetensors from bucket guanaco-mkml-models
Deleting key nitral-ai-domain-fusion-l3-8b-v1/special_tokens_map.json from bucket guanaco-mkml-models
Deleting key nitral-ai-domain-fusion-l3-8b-v1/tokenizer.json from bucket guanaco-mkml-models
Deleting key nitral-ai-domain-fusion-l3-8b-v1/tokenizer_config.json from bucket guanaco-mkml-models
Cleaning model data from model cache
Deleting key nitral-ai-domain-fusion-l3-8b-v1_reward/config.json from bucket guanaco-reward-models
Deleting key nitral-ai-domain-fusion-l3-8b-v1_reward/merges.txt from bucket guanaco-reward-models
Deleting key nitral-ai-domain-fusion-l3-8b-v1_reward/reward.tensors from bucket guanaco-reward-models
Deleting key nitral-ai-domain-fusion-l3-8b-v1_reward/special_tokens_map.json from bucket guanaco-reward-models
Deleting key nitral-ai-domain-fusion-l3-8b-v1_reward/tokenizer.json from bucket guanaco-reward-models
Deleting key nitral-ai-domain-fusion-l3-8b-v1_reward/tokenizer_config.json from bucket guanaco-reward-models
Deleting key nitral-ai-domain-fusion-l3-8b-v1_reward/vocab.json from bucket guanaco-reward-models
Pipeline stage MKMLModelDeleter completed in 5.55s
nitral-ai-domain-fusion-l3-8b_v1 status is now torndown due to DeploymentManager action