developer_uid: azuruce
submission_id: chaiml-lexical-nemo-v4-1k1e5_v27
model_name: chaiml-lexical-nemo-v4-1k1e5_v27
model_group: ChaiML/Lexical-Nemo-v4-1
status: torndown
timestamp: 2024-11-13T22:21:11+00:00
num_battles: 12649
num_wins: 6290
celo_rating: 1246.37
family_friendly_score: 0.5720000000000001
family_friendly_standard_error: 0.00699737093485832
submission_type: basic
model_repo: ChaiML/Lexical-Nemo-v4-1k1e5
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 4
max_input_tokens: 1024
max_output_tokens: 64
latencies: [{'batch_size': 1, 'throughput': 0.6365618076407605, 'latency_mean': 1.5708419907093047, 'latency_p50': 1.56104576587677, 'latency_p90': 1.7436286687850953}, {'batch_size': 4, 'throughput': 1.4771254134293315, 'latency_mean': 2.69791543841362, 'latency_p50': 2.709793448448181, 'latency_p90': 3.0584699153900146}, {'batch_size': 5, 'throughput': 1.6133663677632297, 'latency_mean': 3.0810560071468354, 'latency_p50': 3.0823733806610107, 'latency_p90': 3.5145044565200805}, {'batch_size': 8, 'throughput': 1.871909362844733, 'latency_mean': 4.231159697771073, 'latency_p50': 4.220684289932251, 'latency_p90': 4.777797031402588}, {'batch_size': 10, 'throughput': 1.9680435093215802, 'latency_mean': 5.052818431854248, 'latency_p50': 4.993593215942383, 'latency_p90': 5.661817193031311}, {'batch_size': 12, 'throughput': 2.0058751238689956, 'latency_mean': 5.9263026177883145, 'latency_p50': 5.899450659751892, 'latency_p90': 6.794267129898071}, {'batch_size': 15, 'throughput': 2.061936668198947, 'latency_mean': 7.18997611284256, 'latency_p50': 7.1663055419921875, 'latency_p90': 8.112475514411926}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: chaiml-lexical-nemo-v4-1k1e5_v27
is_internal_developer: True
language_model: ChaiML/Lexical-Nemo-v4-1k1e5
model_size: 13B
ranking_group: single
throughput_3p7s: 1.79
us_pacific_date: 2024-11-13
win_ratio: 0.4972725116610009
generation_params: {'temperature': 0.9, 'top_p': 1.0, 'min_p': 0.05, 'top_k': 80, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n', '</s>', '###', 'Bot:', 'User:', 'You:', '<|im_end|>'], 'max_input_tokens': 1024, '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}
Resubmit model
Shutdown handler not registered because Python interpreter is not running in the main thread
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLizer
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Starting job with name chaiml-lexical-nemo-v4-1k1e5-v27-mkmlizer
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Waiting for job on chaiml-lexical-nemo-v4-1k1e5-v27-mkmlizer to finish
chaiml-lexical-nemo-v4-1k1e5-v27-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-lexical-nemo-v4-1k1e5-v27-mkmlizer: ║     _____            __           __                                ║
chaiml-lexical-nemo-v4-1k1e5-v27-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-lexical-nemo-v4-1k1e5-v27-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-lexical-nemo-v4-1k1e5-v27-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-lexical-nemo-v4-1k1e5-v27-mkmlizer: ║       /___/                                                         ║
chaiml-lexical-nemo-v4-1k1e5-v27-mkmlizer: ║                                                                     ║
chaiml-lexical-nemo-v4-1k1e5-v27-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-lexical-nemo-v4-1k1e5-v27-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-lexical-nemo-v4-1k1e5-v27-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-lexical-nemo-v4-1k1e5-v27-mkmlizer: ║                                                                     ║
chaiml-lexical-nemo-v4-1k1e5-v27-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-lexical-nemo-v4-1k1e5-v27-mkmlizer: ║  belonging to:                                                      ║
chaiml-lexical-nemo-v4-1k1e5-v27-mkmlizer: ║                                                                     ║
chaiml-lexical-nemo-v4-1k1e5-v27-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-lexical-nemo-v4-1k1e5-v27-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-lexical-nemo-v4-1k1e5-v27-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
chaiml-lexical-nemo-v4-1k1e5-v27-mkmlizer: ║                                                                     ║
chaiml-lexical-nemo-v4-1k1e5-v27-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Connection pool is full, discarding connection: %s. Connection pool size: %s
chaiml-lexical-nemo-v4-1k1e5-v27-mkmlizer: Downloaded to shared memory in 64.350s
chaiml-lexical-nemo-v4-1k1e5-v27-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp3mh2imse, device:0
chaiml-lexical-nemo-v4-1k1e5-v27-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-lexical-nemo-v4-1k1e5-v27-mkmlizer: quantized model in 41.593s
chaiml-lexical-nemo-v4-1k1e5-v27-mkmlizer: Processed model ChaiML/Lexical-Nemo-v4-1k1e5 in 105.943s
chaiml-lexical-nemo-v4-1k1e5-v27-mkmlizer: creating bucket guanaco-mkml-models
chaiml-lexical-nemo-v4-1k1e5-v27-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-lexical-nemo-v4-1k1e5-v27-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-lexical-nemo-v4-1k1e5-v27
chaiml-lexical-nemo-v4-1k1e5-v27-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-lexical-nemo-v4-1k1e5-v27/config.json
chaiml-lexical-nemo-v4-1k1e5-v27-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-lexical-nemo-v4-1k1e5-v27/special_tokens_map.json
chaiml-lexical-nemo-v4-1k1e5-v27-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-lexical-nemo-v4-1k1e5-v27/tokenizer_config.json
chaiml-lexical-nemo-v4-1k1e5-v27-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-lexical-nemo-v4-1k1e5-v27/tokenizer.json
chaiml-lexical-nemo-v4-1k1e5-v27-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-lexical-nemo-v4-1k1e5-v27/flywheel_model.0.safetensors
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Job chaiml-lexical-nemo-v4-1k1e5-v27-mkmlizer completed after 135.68s with status: succeeded
Stopping job with name chaiml-lexical-nemo-v4-1k1e5-v27-mkmlizer
Pipeline stage MKMLizer completed in 136.30s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.21s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-lexical-nemo-v4-1k1e5-v27
Waiting for inference service chaiml-lexical-nemo-v4-1k1e5-v27 to be ready
Failed to get response for submission blend_demof_2024-11-13: ('http://zonemercy-lexical-viral-3667-v8-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:54884->127.0.0.1:8080: read: connection reset by peer\n')
Inference service chaiml-lexical-nemo-v4-1k1e5-v27 ready after 200.732017993927s
Pipeline stage MKMLDeployer completed in 201.34s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.0433530807495117s
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Received healthy response to inference request in 1.5814850330352783s
Received healthy response to inference request in 1.6949667930603027s
Received healthy response to inference request in 1.8108868598937988s
Received healthy response to inference request in 1.949561357498169s
5 requests
0 failed requests
5th percentile: 1.6041813850402833
10th percentile: 1.626877737045288
20th percentile: 1.6722704410552978
30th percentile: 1.718150806427002
40th percentile: 1.7645188331604005
50th percentile: 1.8108868598937988
60th percentile: 1.866356658935547
70th percentile: 1.9218264579772948
80th percentile: 1.9683197021484375
90th percentile: 2.0058363914489745
95th percentile: 2.0245947360992433
99th percentile: 2.039601411819458
mean time: 1.8160506248474122
Pipeline stage StressChecker completed in 10.57s
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Pipeline stage TriggerMKMLProfilingPipeline completed in 3.02s
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chaiml-lexical-nemo-v4-1k1e5_v27 status is now deployed due to DeploymentManager action
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2399.95s
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chaiml-lexical-nemo-v4-1k1e5_v27 status is now inactive due to auto deactivation removed underperforming models
chaiml-lexical-nemo-v4-1k1e5_v27 status is now torndown due to DeploymentManager action