developer_uid: chai_backend_admin
submission_id: chaiml-lexical-nemov8-1k1e5_v40
model_name: tempv1-3
model_group: ChaiML/Lexical-Nemov8-1k
status: torndown
timestamp: 2024-11-13T11:58:12+00:00
num_battles: 10960
num_wins: 5538
celo_rating: 1253.71
family_friendly_score: 0.5680000000000001
family_friendly_standard_error: 0.007005369369276684
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': 0.6254693093755449, 'latency_mean': 1.598740427494049, 'latency_p50': 1.6017200946807861, 'latency_p90': 1.7456672668457032}, {'batch_size': 3, 'throughput': 1.2170950348105083, 'latency_mean': 2.4617728543281556, 'latency_p50': 2.4694066047668457, 'latency_p90': 2.699110221862793}, {'batch_size': 5, 'throughput': 1.529363018157463, 'latency_mean': 3.2522801685333254, 'latency_p50': 3.2647303342819214, 'latency_p90': 3.630092597007751}, {'batch_size': 6, 'throughput': 1.6298224830154175, 'latency_mean': 3.6638614666461944, 'latency_p50': 3.660818576812744, 'latency_p90': 4.154938483238221}, {'batch_size': 8, 'throughput': 1.7857533831118373, 'latency_mean': 4.445768711566925, 'latency_p50': 4.428848505020142, 'latency_p90': 4.999906206130982}, {'batch_size': 10, 'throughput': 1.8470197152333658, 'latency_mean': 5.379429776668548, 'latency_p50': 5.387062668800354, 'latency_p90': 6.05585708618164}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: tempv1-3
is_internal_developer: True
language_model: ChaiML/Lexical-Nemov8-1k1e5
model_size: 13B
ranking_group: single
throughput_3p7s: 1.65
us_pacific_date: 2024-11-13
win_ratio: 0.5052919708029197
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|>', '<|eot_id|>'], 'max_input_tokens': 1024, 'best_of': 4, 'max_output_tokens': 64}
formatter: {'memory_template': '', 'prompt_template': '', '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
Starting job with name chaiml-lexical-nemov8-1k1e5-v40-mkmlizer
Waiting for job on chaiml-lexical-nemov8-1k1e5-v40-mkmlizer to finish
chaiml-lexical-nemov8-1k1e5-v40-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-lexical-nemov8-1k1e5-v40-mkmlizer: ║     _____            __           __                                ║
chaiml-lexical-nemov8-1k1e5-v40-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-lexical-nemov8-1k1e5-v40-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-lexical-nemov8-1k1e5-v40-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-lexical-nemov8-1k1e5-v40-mkmlizer: ║       /___/                                                         ║
chaiml-lexical-nemov8-1k1e5-v40-mkmlizer: ║                                                                     ║
chaiml-lexical-nemov8-1k1e5-v40-mkmlizer: ║  Version: 0.11.33                                                   ║
chaiml-lexical-nemov8-1k1e5-v40-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-lexical-nemov8-1k1e5-v40-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-lexical-nemov8-1k1e5-v40-mkmlizer: ║                                                                     ║
chaiml-lexical-nemov8-1k1e5-v40-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-lexical-nemov8-1k1e5-v40-mkmlizer: ║  belonging to:                                                      ║
chaiml-lexical-nemov8-1k1e5-v40-mkmlizer: ║                                                                     ║
chaiml-lexical-nemov8-1k1e5-v40-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-lexical-nemov8-1k1e5-v40-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-lexical-nemov8-1k1e5-v40-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
chaiml-lexical-nemov8-1k1e5-v40-mkmlizer: ║                                                                     ║
chaiml-lexical-nemov8-1k1e5-v40-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Connection pool is full, discarding connection: %s. Connection pool size: %s
chaiml-lexical-nemov8-1k1e5-v40-mkmlizer: Downloaded to shared memory in 93.704s
chaiml-lexical-nemov8-1k1e5-v40-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpjv8yc032, device:0
chaiml-lexical-nemov8-1k1e5-v40-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-lexical-nemov8-1k1e5-v40-mkmlizer: quantized model in 44.651s
chaiml-lexical-nemov8-1k1e5-v40-mkmlizer: Processed model ChaiML/Lexical-Nemov8-1k1e5 in 138.355s
chaiml-lexical-nemov8-1k1e5-v40-mkmlizer: creating bucket guanaco-mkml-models
chaiml-lexical-nemov8-1k1e5-v40-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-lexical-nemov8-1k1e5-v40-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-lexical-nemov8-1k1e5-v40
chaiml-lexical-nemov8-1k1e5-v40-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-lexical-nemov8-1k1e5-v40/special_tokens_map.json
chaiml-lexical-nemov8-1k1e5-v40-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-lexical-nemov8-1k1e5-v40/config.json
chaiml-lexical-nemov8-1k1e5-v40-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-lexical-nemov8-1k1e5-v40/tokenizer_config.json
chaiml-lexical-nemov8-1k1e5-v40-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-lexical-nemov8-1k1e5-v40/tokenizer.json
chaiml-lexical-nemov8-1k1e5-v40-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-lexical-nemov8-1k1e5-v40/flywheel_model.0.safetensors
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Job chaiml-lexical-nemov8-1k1e5-v40-mkmlizer completed after 185.58s with status: succeeded
Stopping job with name chaiml-lexical-nemov8-1k1e5-v40-mkmlizer
Pipeline stage MKMLizer completed in 186.12s
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Pipeline stage MKMLTemplater completed in 0.18s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-lexical-nemov8-1k1e5-v40
Waiting for inference service chaiml-lexical-nemov8-1k1e5-v40 to be ready
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Failed to get response for submission chaiml-virgo-edit-v1-1e5_v9: ('http://chaiml-virgo-edit-v1-1e5-v9-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:57268->127.0.0.1:8080: read: connection reset by peer\n')
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Inference service chaiml-lexical-nemov8-1k1e5-v40 ready after 210.98482012748718s
Pipeline stage MKMLDeployer completed in 211.54s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.1105899810791016s
Received healthy response to inference request in 1.4329895973205566s
Received healthy response to inference request in 1.5486245155334473s
Received healthy response to inference request in 1.8874971866607666s
Received healthy response to inference request in 1.8402998447418213s
5 requests
0 failed requests
5th percentile: 1.4561165809631347
10th percentile: 1.479243564605713
20th percentile: 1.5254975318908692
30th percentile: 1.606959581375122
40th percentile: 1.7236297130584717
50th percentile: 1.8402998447418213
60th percentile: 1.8591787815093994
70th percentile: 1.8780577182769775
80th percentile: 1.9321157455444335
90th percentile: 2.0213528633117677
95th percentile: 2.0659714221954344
99th percentile: 2.101666269302368
mean time: 1.7640002250671387
Pipeline stage StressChecker completed in 10.11s
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Pipeline stage TriggerMKMLProfilingPipeline completed in 2.15s
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2490.57s
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chaiml-lexical-nemov8-1k1e5_v40 status is now inactive due to auto deactivation removed underperforming models
chaiml-lexical-nemov8-1k1e5_v40 status is now torndown due to DeploymentManager action