chaiml-lexical-nemov8-1k1e5

developer_uid: azuruce

submission_id: chaiml-lexical-nemov8-1k1e5_v41

model_name: chaiml-lexical-nemov8-1k1e5_v14

model_group: ChaiML/Lexical-Nemov8-1k

status: torndown

timestamp: 2024-11-13T22:15:42+00:00

num_battles: 12935

num_wins: 6485

celo_rating: 1248.26

family_friendly_score: 0.5700000000000001

family_friendly_standard_error: 0.007001428425685719

submission_type: basic

model_repo: ChaiML/Lexical-Nemov8-1k1e5

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 4

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6348499473876346, 'latency_mean': 1.574872784614563, 'latency_p50': 1.5739655494689941, 'latency_p90': 1.7303906679153442}, {'batch_size': 3, 'throughput': 1.2600312104893918, 'latency_mean': 2.3740368032455446, 'latency_p50': 2.364618182182312, 'latency_p90': 2.6330244541168213}, {'batch_size': 5, 'throughput': 1.5899325218467202, 'latency_mean': 3.1278820717334748, 'latency_p50': 3.1450334787368774, 'latency_p90': 3.4781649351119994}, {'batch_size': 6, 'throughput': 1.689561887509727, 'latency_mean': 3.524046412706375, 'latency_p50': 3.5313823223114014, 'latency_p90': 4.0420427322387695}, {'batch_size': 8, 'throughput': 1.8681622545140353, 'latency_mean': 4.255704046487808, 'latency_p50': 4.235056042671204, 'latency_p90': 4.728922271728516}, {'batch_size': 10, 'throughput': 1.933779389417359, 'latency_mean': 5.131490497589112, 'latency_p50': 5.118948221206665, 'latency_p90': 5.912283277511596}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: chaiml-lexical-nemov8-1k1e5_v14

is_internal_developer: True

language_model: ChaiML/Lexical-Nemov8-1k1e5

model_size: 13B

ranking_group: single

throughput_3p7s: 1.75

us_pacific_date: 2024-11-13

win_ratio: 0.5013529184383456

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': '', 'prompt_template': '', 'bot_template': 'Bot: {message}\n', 'user_template': 'User: {message}\n', 'response_template': 'Bot:', '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
Starting job with name chaiml-lexical-nemov8-1k1e5-v41-mkmlizer
Waiting for job on chaiml-lexical-nemov8-1k1e5-v41-mkmlizer to finish
chaiml-lexical-nemov8-1k1e5-v41-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-lexical-nemov8-1k1e5-v41-mkmlizer: ║     _____            __           __                                ║
chaiml-lexical-nemov8-1k1e5-v41-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-lexical-nemov8-1k1e5-v41-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-lexical-nemov8-1k1e5-v41-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-lexical-nemov8-1k1e5-v41-mkmlizer: ║       /___/                                                         ║
chaiml-lexical-nemov8-1k1e5-v41-mkmlizer: ║                                                                     ║
chaiml-lexical-nemov8-1k1e5-v41-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-lexical-nemov8-1k1e5-v41-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-lexical-nemov8-1k1e5-v41-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-lexical-nemov8-1k1e5-v41-mkmlizer: ║                                                                     ║
chaiml-lexical-nemov8-1k1e5-v41-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-lexical-nemov8-1k1e5-v41-mkmlizer: ║  belonging to:                                                      ║
chaiml-lexical-nemov8-1k1e5-v41-mkmlizer: ║                                                                     ║
chaiml-lexical-nemov8-1k1e5-v41-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-lexical-nemov8-1k1e5-v41-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-lexical-nemov8-1k1e5-v41-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
chaiml-lexical-nemov8-1k1e5-v41-mkmlizer: ║                                                                     ║
chaiml-lexical-nemov8-1k1e5-v41-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
chaiml-lexical-nemov8-1k1e5-v41-mkmlizer: Downloaded to shared memory in 391.994s
chaiml-lexical-nemov8-1k1e5-v41-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp6xbe39wf, device:0
chaiml-lexical-nemov8-1k1e5-v41-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Connection pool is full, discarding connection: %s. Connection pool size: %s
chaiml-lexical-nemov8-1k1e5-v41-mkmlizer: quantized model in 41.125s
chaiml-lexical-nemov8-1k1e5-v41-mkmlizer: Processed model ChaiML/Lexical-Nemov8-1k1e5 in 433.119s
chaiml-lexical-nemov8-1k1e5-v41-mkmlizer: creating bucket guanaco-mkml-models
chaiml-lexical-nemov8-1k1e5-v41-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-lexical-nemov8-1k1e5-v41-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-lexical-nemov8-1k1e5-v41
chaiml-lexical-nemov8-1k1e5-v41-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-lexical-nemov8-1k1e5-v41/config.json
chaiml-lexical-nemov8-1k1e5-v41-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-lexical-nemov8-1k1e5-v41/special_tokens_map.json
chaiml-lexical-nemov8-1k1e5-v41-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-lexical-nemov8-1k1e5-v41/tokenizer_config.json
chaiml-lexical-nemov8-1k1e5-v41-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-lexical-nemov8-1k1e5-v41/flywheel_model.0.safetensors
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Job chaiml-lexical-nemov8-1k1e5-v41-mkmlizer completed after 452.6s with status: succeeded
Stopping job with name chaiml-lexical-nemov8-1k1e5-v41-mkmlizer
Pipeline stage MKMLizer completed in 453.20s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.18s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-lexical-nemov8-1k1e5-v41
Waiting for inference service chaiml-lexical-nemov8-1k1e5-v41 to be ready
Failed to get response for submission blend_lusis_2024-11-13: ('http://chaiml-lexical-nemo-v4-1k1e5-v10-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:60212->127.0.0.1:8080: read: connection reset by peer\n')
Inference service chaiml-lexical-nemov8-1k1e5-v41 ready after 201.3387269973755s
Pipeline stage MKMLDeployer completed in 201.94s
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Running pipeline stage StressChecker
Received healthy response to inference request in 1.8392069339752197s
Received healthy response to inference request in 1.4757115840911865s
Received healthy response to inference request in 1.6263384819030762s
Received healthy response to inference request in 1.3988423347473145s
Received healthy response to inference request in 1.3755836486816406s
5 requests
0 failed requests
5th percentile: 1.3802353858947753
10th percentile: 1.38488712310791
20th percentile: 1.3941905975341797
30th percentile: 1.4142161846160888
40th percentile: 1.4449638843536377
50th percentile: 1.4757115840911865
60th percentile: 1.5359623432159424
70th percentile: 1.5962131023406982
80th percentile: 1.6689121723175049
90th percentile: 1.7540595531463623
95th percentile: 1.796633243560791
99th percentile: 1.830692195892334
mean time: 1.5431365966796875
Pipeline stage StressChecker completed in 9.39s
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Pipeline stage TriggerMKMLProfilingPipeline completed in 2.44s
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2424.74s
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chaiml-lexical-nemov8-1k1e5_v41 status is now inactive due to auto deactivation removed underperforming models
chaiml-lexical-nemov8-1k1e5_v41 status is now torndown due to DeploymentManager action