developer_uid: rirv938
submission_id: chaiml-nemo-20241017-t_80987_v14
model_name: chaiml-nemo-20241017-t_80987_v14
model_group: ChaiML/nemo-20241017-tie
status: torndown
timestamp: 2025-01-02T03:02:46+00:00
num_battles: 29437
num_wins: 13802
celo_rating: 1240.67
family_friendly_score: 0.6084
family_friendly_standard_error: 0.006902889829629328
submission_type: basic
model_repo: ChaiML/nemo-20241017-ties-remerge_v2_5merge-albert
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 8
max_input_tokens: 768
max_output_tokens: 64
latencies: [{'batch_size': 1, 'throughput': 0.6542986646918575, 'latency_mean': 1.5282951068878174, 'latency_p50': 1.5239108800888062, 'latency_p90': 1.695444393157959}, {'batch_size': 3, 'throughput': 1.258874808696375, 'latency_mean': 2.3808232879638673, 'latency_p50': 2.3772090673446655, 'latency_p90': 2.6530396223068236}, {'batch_size': 5, 'throughput': 1.5484437615115278, 'latency_mean': 3.2101822876930237, 'latency_p50': 3.2039785385131836, 'latency_p90': 3.618428921699524}, {'batch_size': 6, 'throughput': 1.6302533184949834, 'latency_mean': 3.6564746928215026, 'latency_p50': 3.6301299333572388, 'latency_p90': 4.124488496780396}, {'batch_size': 8, 'throughput': 1.7194712491771866, 'latency_mean': 4.6195207273960115, 'latency_p50': 4.629790425300598, 'latency_p90': 5.176422595977783}, {'batch_size': 10, 'throughput': 1.7958106957185056, 'latency_mean': 5.530958949327469, 'latency_p50': 5.49863076210022, 'latency_p90': 6.252629399299622}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: chaiml-nemo-20241017-t_80987_v14
is_internal_developer: True
language_model: ChaiML/nemo-20241017-ties-remerge_v2_5merge-albert
model_size: 13B
ranking_group: single
throughput_3p7s: 1.65
us_pacific_date: 2025-01-01
win_ratio: 0.4688657132180589
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', '</s>', '###', 'Bot:', 'User:', 'You:', '<|im_end|>'], 'max_input_tokens': 768, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': '', 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '### Response:\n{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-nemo-20241017-t-80987-v14-mkmlizer
Waiting for job on chaiml-nemo-20241017-t-80987-v14-mkmlizer to finish
chaiml-nemo-20241017-t-80987-v14-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nemo-20241017-t-80987-v14-mkmlizer: ║     _____            __           __                                ║
chaiml-nemo-20241017-t-80987-v14-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-nemo-20241017-t-80987-v14-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-nemo-20241017-t-80987-v14-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-nemo-20241017-t-80987-v14-mkmlizer: ║       /___/                                                         ║
chaiml-nemo-20241017-t-80987-v14-mkmlizer: ║                                                                     ║
chaiml-nemo-20241017-t-80987-v14-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-nemo-20241017-t-80987-v14-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-nemo-20241017-t-80987-v14-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nemo-20241017-t-80987-v14-mkmlizer: ║                                                                     ║
chaiml-nemo-20241017-t-80987-v14-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nemo-20241017-t-80987-v14-mkmlizer: ║  belonging to:                                                      ║
chaiml-nemo-20241017-t-80987-v14-mkmlizer: ║                                                                     ║
chaiml-nemo-20241017-t-80987-v14-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nemo-20241017-t-80987-v14-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nemo-20241017-t-80987-v14-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
chaiml-nemo-20241017-t-80987-v14-mkmlizer: ║                                                                     ║
chaiml-nemo-20241017-t-80987-v14-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nemo-20241017-t-80987-v14-mkmlizer: Downloaded to shared memory in 55.426s
chaiml-nemo-20241017-t-80987-v14-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpi_5w3mu8, device:0
chaiml-nemo-20241017-t-80987-v14-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-nemo-20241017-t-80987-v14-mkmlizer: quantized model in 36.325s
chaiml-nemo-20241017-t-80987-v14-mkmlizer: Processed model ChaiML/nemo-20241017-ties-remerge_v2_5merge-albert in 91.751s
chaiml-nemo-20241017-t-80987-v14-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nemo-20241017-t-80987-v14-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nemo-20241017-t-80987-v14-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nemo-20241017-t-80987-v14
chaiml-nemo-20241017-t-80987-v14-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nemo-20241017-t-80987-v14/special_tokens_map.json
chaiml-nemo-20241017-t-80987-v14-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nemo-20241017-t-80987-v14/config.json
chaiml-nemo-20241017-t-80987-v14-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nemo-20241017-t-80987-v14/tokenizer_config.json
chaiml-nemo-20241017-t-80987-v14-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nemo-20241017-t-80987-v14/tokenizer.json
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Job chaiml-nemo-20241017-t-80987-v14-mkmlizer completed after 118.43s with status: succeeded
Stopping job with name chaiml-nemo-20241017-t-80987-v14-mkmlizer
Pipeline stage MKMLizer completed in 118.94s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-nemo-20241017-t-80987-v14
Waiting for inference service chaiml-nemo-20241017-t-80987-v14 to be ready
Failed to get response for submission function_gidef_2024-11-26: ('http://zonemercy-lexical-viral-7348-v17-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:43078->127.0.0.1:8080: read: connection reset by peer\n')
Inference service chaiml-nemo-20241017-t-80987-v14 ready after 317.95127964019775s
Pipeline stage MKMLDeployer completed in 318.50s
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Running pipeline stage StressChecker
Received healthy response to inference request in 1.8911945819854736s
Received healthy response to inference request in 1.4780757427215576s
Received healthy response to inference request in 1.4569954872131348s
Received healthy response to inference request in 1.5666730403900146s
Received healthy response to inference request in 1.414989948272705s
5 requests
0 failed requests
5th percentile: 1.423391056060791
10th percentile: 1.4317921638488769
20th percentile: 1.4485943794250489
30th percentile: 1.4612115383148194
40th percentile: 1.4696436405181885
50th percentile: 1.4780757427215576
60th percentile: 1.5135146617889403
70th percentile: 1.5489535808563233
80th percentile: 1.6315773487091065
90th percentile: 1.76138596534729
95th percentile: 1.8262902736663817
99th percentile: 1.8782137203216553
mean time: 1.5615857601165772
Pipeline stage StressChecker completed in 9.21s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Running pipeline stage TriggerMKMLProfilingPipeline
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.66s
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2703.60s
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chaiml-nemo-20241017-t_80987_v14 status is now inactive due to auto deactivation removed underperforming models
chaiml-nemo-20241017-t_80987_v14 status is now torndown due to DeploymentManager action
chaiml-nemo-20241017-t_80987_v14 status is now torndown due to DeploymentManager action
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chaiml-nemo-20241017-t_80987_v14 status is now torndown due to DeploymentManager action
ChatRequest
Generation Params
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