submission_id: nitral-ai-laylewcules-7b-v-02_v1
developer_uid: Nitral-AI
status: torndown
model_repo: Nitral-AI/Laylewcules-7B-v.02
reward_repo: ChaiML/reward_gpt2_medium_preference_24m_e2
generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, '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}
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: 2024-03-29T15:26:40+00:00
model_name: nitral-ai-laylewcules-7b-v-02_v1
model_eval_status: success
model_group: Nitral-AI/Laylewcules-7B
num_battles: 40571
num_wins: 18831
celo_rating: 1132.32
propriety_score: 0.0
propriety_total_count: 0.0
submission_type: basic
model_architecture: MistralForCausalLM
model_num_parameters: 7241732096.0
best_of: 4
max_input_tokens: 512
max_output_tokens: 64
display_name: nitral-ai-laylewcules-7b-v-02_v1
ineligible_reason: propriety_total_count < 800
language_model: Nitral-AI/Laylewcules-7B-v.02
model_size: 7B
reward_model: ChaiML/reward_gpt2_medium_preference_24m_e2
us_pacific_date: 2024-03-29
win_ratio: 0.46414926918242094
preference_data_url: None
Resubmit model
Running pipeline stage MKMLizer
Starting job with name nitral-ai-laylewcules-7b-v-02-v1-mkmlizer
Waiting for job on nitral-ai-laylewcules-7b-v-02-v1-mkmlizer to finish
nitral-ai-laylewcules-7b-v-02-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
nitral-ai-laylewcules-7b-v-02-v1-mkmlizer: ║     _____            __           __                                ║
nitral-ai-laylewcules-7b-v-02-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
nitral-ai-laylewcules-7b-v-02-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
nitral-ai-laylewcules-7b-v-02-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
nitral-ai-laylewcules-7b-v-02-v1-mkmlizer: ║       /___/                                                         ║
nitral-ai-laylewcules-7b-v-02-v1-mkmlizer: ║                                                                     ║
nitral-ai-laylewcules-7b-v-02-v1-mkmlizer: ║  Version: 0.6.11                                                    ║
nitral-ai-laylewcules-7b-v-02-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
nitral-ai-laylewcules-7b-v-02-v1-mkmlizer: ║                                                                     ║
nitral-ai-laylewcules-7b-v-02-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
nitral-ai-laylewcules-7b-v-02-v1-mkmlizer: ║  belonging to:                                                      ║
nitral-ai-laylewcules-7b-v-02-v1-mkmlizer: ║                                                                     ║
nitral-ai-laylewcules-7b-v-02-v1-mkmlizer: ║  Chai Research Corp.                                                ║
nitral-ai-laylewcules-7b-v-02-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
nitral-ai-laylewcules-7b-v-02-v1-mkmlizer: ║  Expiration: 2024-07-15 23:59:59                                    ║
nitral-ai-laylewcules-7b-v-02-v1-mkmlizer: ║                                                                     ║
nitral-ai-laylewcules-7b-v-02-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
nitral-ai-laylewcules-7b-v-02-v1-mkmlizer: 
.gitattributes:   0%|          | 0.00/1.58k [00:00<?, ?B/s]
.gitattributes: 100%|██████████| 1.58k/1.58k [00:00<00:00, 18.8MB/s]
nitral-ai-laylewcules-7b-v-02-v1-mkmlizer: 
README.md:   0%|          | 0.00/1.54k [00:00<?, ?B/s]
README.md: 100%|██████████| 1.54k/1.54k [00:00<00:00, 19.7MB/s]
nitral-ai-laylewcules-7b-v-02-v1-mkmlizer: 
config.json:   0%|          | 0.00/646 [00:00<?, ?B/s]
config.json: 100%|██████████| 646/646 [00:00<00:00, 5.70MB/s]
nitral-ai-laylewcules-7b-v-02-v1-mkmlizer: 
mergekit_config.yml:   0%|          | 0.00/392 [00:00<?, ?B/s]
mergekit_config.yml: 100%|██████████| 392/392 [00:00<00:00, 6.02MB/s]
nitral-ai-laylewcules-7b-v-02-v1-mkmlizer: 
mmproj-model-f16.gguf:   0%|          | 0.00/624M [00:00<?, ?B/s]
mmproj-model-f16.gguf:   2%|▏         | 10.5M/624M [00:00<00:46, 13.2MB/s]
mmproj-model-f16.gguf:   8%|▊         | 47.7M/624M [00:01<00:10, 54.1MB/s]
mmproj-model-f16.gguf:  11%|█         | 68.7M/624M [00:01<00:10, 55.1MB/s]
mmproj-model-f16.gguf:  18%|█▊        | 111M/624M [00:01<00:05, 101MB/s]  
mmproj-model-f16.gguf:  26%|██▌       | 163M/624M [00:01<00:03, 144MB/s]
mmproj-model-f16.gguf:  58%|█████▊    | 362M/624M [00:01<00:00, 441MB/s]
mmproj-model-f16.gguf: 100%|█████████▉| 624M/624M [00:01<00:00, 333MB/s]
Connection pool is full, discarding connection: %s
nitral-ai-laylewcules-7b-v-02-v1-mkmlizer: 
model-00001-of-00008.safetensors:   0%|          | 0.00/1.97G [00:00<?, ?B/s]
model-00001-of-00008.safetensors:   1%|          | 10.5M/1.97G [00:01<03:19, 9.82MB/s]
model-00001-of-00008.safetensors:   2%|▏         | 31.5M/1.97G [00:01<01:02, 30.9MB/s]
model-00001-of-00008.safetensors:   5%|▌         | 105M/1.97G [00:01<00:14, 125MB/s]  
model-00001-of-00008.safetensors:   9%|▉         | 178M/1.97G [00:01<00:12, 140MB/s]
model-00001-of-00008.safetensors:  15%|█▍        | 294M/1.97G [00:01<00:06, 268MB/s]
model-00001-of-00008.safetensors:  22%|██▏       | 430M/1.97G [00:02<00:03, 416MB/s]
model-00001-of-00008.safetensors:  26%|██▌       | 514M/1.97G [00:02<00:03, 443MB/s]
model-00001-of-00008.safetensors:  30%|██▉       | 587M/1.97G [00:02<00:02, 477MB/s]
model-00001-of-00008.safetensors:  37%|███▋      | 724M/1.97G [00:02<00:02, 599MB/s]
model-00001-of-00008.safetensors:  41%|████      | 807M/1.97G [00:02<00:02, 536MB/s]
model-00001-of-00008.safetensors:  58%|█████▊    | 1.15G/1.97G [00:02<00:00, 1.11GB/s]
model-00001-of-00008.safetensors:  77%|███████▋  | 1.51G/1.97G [00:02<00:00, 1.62GB/s]
model-00001-of-00008.safetensors: 100%|█████████▉| 1.97G/1.97G [00:03<00:00, 790MB/s] 
model-00001-of-00008.safetensors: 100%|█████████▉| 1.97G/1.97G [00:03<00:00, 512MB/s]
nitral-ai-laylewcules-7b-v-02-v1-mkmlizer: quantized model in 15.049s
nitral-ai-laylewcules-7b-v-02-v1-mkmlizer: Processed model Nitral-AI/Laylewcules-7B-v.02 in 46.725s
nitral-ai-laylewcules-7b-v-02-v1-mkmlizer: creating bucket guanaco-mkml-models
nitral-ai-laylewcules-7b-v-02-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
nitral-ai-laylewcules-7b-v-02-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/nitral-ai-laylewcules-7b-v-02-v1
nitral-ai-laylewcules-7b-v-02-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/nitral-ai-laylewcules-7b-v-02-v1/config.json
nitral-ai-laylewcules-7b-v-02-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/nitral-ai-laylewcules-7b-v-02-v1/special_tokens_map.json
nitral-ai-laylewcules-7b-v-02-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/nitral-ai-laylewcules-7b-v-02-v1/tokenizer_config.json
nitral-ai-laylewcules-7b-v-02-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/nitral-ai-laylewcules-7b-v-02-v1/tokenizer.json
nitral-ai-laylewcules-7b-v-02-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.model s3://guanaco-mkml-models/nitral-ai-laylewcules-7b-v-02-v1/tokenizer.model
nitral-ai-laylewcules-7b-v-02-v1-mkmlizer: cp /dev/shm/model_cache/mkml_model.tensors s3://guanaco-mkml-models/nitral-ai-laylewcules-7b-v-02-v1/mkml_model.tensors
nitral-ai-laylewcules-7b-v-02-v1-mkmlizer: loading reward model from ChaiML/reward_gpt2_medium_preference_24m_e2
nitral-ai-laylewcules-7b-v-02-v1-mkmlizer: /opt/conda/lib/python3.10/site-packages/transformers/models/auto/configuration_auto.py:1067: FutureWarning: The `use_auth_token` argument is deprecated and will be removed in v5 of Transformers. Please use `token` instead.
nitral-ai-laylewcules-7b-v-02-v1-mkmlizer:   warnings.warn(
nitral-ai-laylewcules-7b-v-02-v1-mkmlizer: 
config.json:   0%|          | 0.00/1.05k [00:00<?, ?B/s]
config.json: 100%|██████████| 1.05k/1.05k [00:00<00:00, 9.54MB/s]
nitral-ai-laylewcules-7b-v-02-v1-mkmlizer: /opt/conda/lib/python3.10/site-packages/transformers/models/auto/tokenization_auto.py:690: FutureWarning: The `use_auth_token` argument is deprecated and will be removed in v5 of Transformers. Please use `token` instead.
nitral-ai-laylewcules-7b-v-02-v1-mkmlizer:   warnings.warn(
nitral-ai-laylewcules-7b-v-02-v1-mkmlizer: 
tokenizer_config.json:   0%|          | 0.00/234 [00:00<?, ?B/s]
tokenizer_config.json: 100%|██████████| 234/234 [00:00<00:00, 1.79MB/s]
nitral-ai-laylewcules-7b-v-02-v1-mkmlizer: 
vocab.json:   0%|          | 0.00/1.04M [00:00<?, ?B/s]
vocab.json: 100%|██████████| 1.04M/1.04M [00:00<00:00, 11.2MB/s]
nitral-ai-laylewcules-7b-v-02-v1-mkmlizer: 
tokenizer.json:   0%|          | 0.00/2.11M [00:00<?, ?B/s]
tokenizer.json: 100%|██████████| 2.11M/2.11M [00:00<00:00, 30.5MB/s]
nitral-ai-laylewcules-7b-v-02-v1-mkmlizer: /opt/conda/lib/python3.10/site-packages/transformers/models/auto/auto_factory.py:472: FutureWarning: The `use_auth_token` argument is deprecated and will be removed in v5 of Transformers. Please use `token` instead.
nitral-ai-laylewcules-7b-v-02-v1-mkmlizer:   warnings.warn(
Job nitral-ai-laylewcules-7b-v-02-v1-mkmlizer completed after 75.11s with status: succeeded
Stopping job with name nitral-ai-laylewcules-7b-v-02-v1-mkmlizer
Pipeline stage MKMLizer completed in 85.60s
Running pipeline stage MKMLKubeTemplater
Pipeline stage MKMLKubeTemplater completed in 0.11s
Running pipeline stage ISVCDeployer
Creating inference service nitral-ai-laylewcules-7b-v-02-v1
Waiting for inference service nitral-ai-laylewcules-7b-v-02-v1 to be ready
Inference service nitral-ai-laylewcules-7b-v-02-v1 ready after 60.43095588684082s
Pipeline stage ISVCDeployer completed in 70.02s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.412445068359375s
Received healthy response to inference request in 0.7844488620758057s
Received healthy response to inference request in 2.7565667629241943s
Received healthy response to inference request in 0.8044264316558838s
Received healthy response to inference request in 1.8890833854675293s
5 requests
0 failed requests
5th percentile: 0.7884443759918213
10th percentile: 0.7924398899078369
20th percentile: 0.8004309177398682
30th percentile: 0.926030158996582
40th percentile: 1.1692376136779785
50th percentile: 1.412445068359375
60th percentile: 1.6031003952026366
70th percentile: 1.7937557220458984
80th percentile: 2.0625800609588625
90th percentile: 2.4095734119415284
95th percentile: 2.583070087432861
99th percentile: 2.7218674278259276
mean time: 1.5293941020965576
Pipeline stage StressChecker completed in 20.70s
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
nitral-ai-laylewcules-7b-v-02_v1 status is now deployed due to DeploymentManager action
nitral-ai-laylewcules-7b-v-02_v1 status is now inactive due to auto deactivation removed underperforming models
admin requested tearing down of nitral-ai-laylewcules-7b-v-02_v1
Running pipeline stage ISVCDeleter
Checking if service nitral-ai-laylewcules-7b-v-02-v1 is running
Tearing down inference service nitral-ai-laylewcules-7b-v-02-v1
Toredown service nitral-ai-laylewcules-7b-v-02-v1
Pipeline stage ISVCDeleter completed in 4.10s
Running pipeline stage MKMLModelDeleter
Cleaning model data from S3
Cleaning model data from model cache
Deleting key nitral-ai-laylewcules-7b-v-02-v1/config.json from bucket guanaco-mkml-models
Deleting key nitral-ai-laylewcules-7b-v-02-v1/mkml_model.tensors from bucket guanaco-mkml-models
Deleting key nitral-ai-laylewcules-7b-v-02-v1/special_tokens_map.json from bucket guanaco-mkml-models
Deleting key nitral-ai-laylewcules-7b-v-02-v1/tokenizer.json from bucket guanaco-mkml-models
Deleting key nitral-ai-laylewcules-7b-v-02-v1/tokenizer.model from bucket guanaco-mkml-models
Deleting key nitral-ai-laylewcules-7b-v-02-v1/tokenizer_config.json from bucket guanaco-mkml-models
Cleaning model data from model cache
Deleting key nitral-ai-laylewcules-7b-v-02-v1_reward/config.json from bucket guanaco-reward-models
Deleting key nitral-ai-laylewcules-7b-v-02-v1_reward/merges.txt from bucket guanaco-reward-models
Deleting key nitral-ai-laylewcules-7b-v-02-v1_reward/reward.tensors from bucket guanaco-reward-models
Deleting key nitral-ai-laylewcules-7b-v-02-v1_reward/special_tokens_map.json from bucket guanaco-reward-models
Deleting key nitral-ai-laylewcules-7b-v-02-v1_reward/tokenizer.json from bucket guanaco-reward-models
Deleting key nitral-ai-laylewcules-7b-v-02-v1_reward/tokenizer_config.json from bucket guanaco-reward-models
Deleting key nitral-ai-laylewcules-7b-v-02-v1_reward/vocab.json from bucket guanaco-reward-models
Pipeline stage MKMLModelDeleter completed in 1.67s
nitral-ai-laylewcules-7b-v-02_v1 status is now torndown due to DeploymentManager action

Usage Metrics

Latency Metrics