zonemercy-cogent-nemo-v2-5e6

developer_uid: jxlu90

submission_id: zonemercy-cogent-nemo-v2-5e6_v21

model_name: zonemercy-cogent-nemo-v2-5e6_v21

model_group: zonemercy/Cogent-Nemo-v2

status: torndown

timestamp: 2024-11-12T21:48:06+00:00

num_battles: 19789

num_wins: 10318

celo_rating: 1257.28

family_friendly_score: 0.5356000000000001

family_friendly_standard_error: 0.007053121861984238

submission_type: basic

model_repo: zonemercy/Cogent-Nemo-v2-5e6

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6086780331362841, 'latency_mean': 1.6428423142433166, 'latency_p50': 1.643254041671753, 'latency_p90': 1.8242557525634766}, {'batch_size': 3, 'throughput': 1.1105592652955938, 'latency_mean': 2.686684296131134, 'latency_p50': 2.703964114189148, 'latency_p90': 2.9702885150909424}, {'batch_size': 5, 'throughput': 1.3609407994399327, 'latency_mean': 3.658912447690964, 'latency_p50': 3.646823525428772, 'latency_p90': 4.094594573974609}, {'batch_size': 6, 'throughput': 1.415555844676112, 'latency_mean': 4.216444854736328, 'latency_p50': 4.200798392295837, 'latency_p90': 4.742834496498108}, {'batch_size': 8, 'throughput': 1.4759359860046086, 'latency_mean': 5.385672963857651, 'latency_p50': 5.39725136756897, 'latency_p90': 6.082811093330383}, {'batch_size': 10, 'throughput': 1.5014388802394563, 'latency_mean': 6.597606718540192, 'latency_p50': 6.5753912925720215, 'latency_p90': 7.434363651275635}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: zonemercy-cogent-nemo-v2-5e6_v21

is_internal_developer: True

language_model: zonemercy/Cogent-Nemo-v2-5e6

model_size: 13B

ranking_group: single

throughput_3p7s: 1.37

us_pacific_date: 2024-11-12

win_ratio: 0.5214007782101168

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': 8, '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
Starting job with name zonemercy-cogent-nemo-v2-5e6-v21-mkmlizer
Waiting for job on zonemercy-cogent-nemo-v2-5e6-v21-mkmlizer to finish
zonemercy-cogent-nemo-v2-5e6-v21-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
zonemercy-cogent-nemo-v2-5e6-v21-mkmlizer: ║     _____            __           __                                ║
zonemercy-cogent-nemo-v2-5e6-v21-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
zonemercy-cogent-nemo-v2-5e6-v21-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
zonemercy-cogent-nemo-v2-5e6-v21-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
zonemercy-cogent-nemo-v2-5e6-v21-mkmlizer: ║       /___/                                                         ║
zonemercy-cogent-nemo-v2-5e6-v21-mkmlizer: ║                                                                     ║
zonemercy-cogent-nemo-v2-5e6-v21-mkmlizer: ║  Version: 0.11.33                                                   ║
zonemercy-cogent-nemo-v2-5e6-v21-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
zonemercy-cogent-nemo-v2-5e6-v21-mkmlizer: ║  https://mk1.ai                                                     ║
zonemercy-cogent-nemo-v2-5e6-v21-mkmlizer: ║                                                                     ║
zonemercy-cogent-nemo-v2-5e6-v21-mkmlizer: ║  The license key for the current software has been verified as      ║
zonemercy-cogent-nemo-v2-5e6-v21-mkmlizer: ║  belonging to:                                                      ║
zonemercy-cogent-nemo-v2-5e6-v21-mkmlizer: ║                                                                     ║
zonemercy-cogent-nemo-v2-5e6-v21-mkmlizer: ║  Chai Research Corp.                                                ║
zonemercy-cogent-nemo-v2-5e6-v21-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
zonemercy-cogent-nemo-v2-5e6-v21-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
zonemercy-cogent-nemo-v2-5e6-v21-mkmlizer: ║                                                                     ║
zonemercy-cogent-nemo-v2-5e6-v21-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Connection pool is full, discarding connection: %s. Connection pool size: %s
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zonemercy-cogent-nemo-v2-5e6-v21-mkmlizer: Downloaded to shared memory in 183.803s
zonemercy-cogent-nemo-v2-5e6-v21-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp2wh8eb4l, device:0
zonemercy-cogent-nemo-v2-5e6-v21-mkmlizer: Saving flywheel model at /dev/shm/model_cache
zonemercy-cogent-nemo-v2-5e6-v21-mkmlizer: quantized model in 42.229s
zonemercy-cogent-nemo-v2-5e6-v21-mkmlizer: Processed model zonemercy/Cogent-Nemo-v2-5e6 in 226.032s
zonemercy-cogent-nemo-v2-5e6-v21-mkmlizer: creating bucket guanaco-mkml-models
Connection pool is full, discarding connection: %s. Connection pool size: %s
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zonemercy-cogent-nemo-v2-5e6-v21-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/zonemercy-cogent-nemo-v2-5e6-v21/config.json
zonemercy-cogent-nemo-v2-5e6-v21-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/zonemercy-cogent-nemo-v2-5e6-v21/special_tokens_map.json
zonemercy-cogent-nemo-v2-5e6-v21-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/zonemercy-cogent-nemo-v2-5e6-v21/tokenizer_config.json
zonemercy-cogent-nemo-v2-5e6-v21-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/zonemercy-cogent-nemo-v2-5e6-v21/tokenizer.json
zonemercy-cogent-nemo-v2-5e6-v21-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/zonemercy-cogent-nemo-v2-5e6-v21/flywheel_model.0.safetensors
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Job zonemercy-cogent-nemo-v2-5e6-v21-mkmlizer completed after 258.13s with status: succeeded
Stopping job with name zonemercy-cogent-nemo-v2-5e6-v21-mkmlizer
Pipeline stage MKMLizer completed in 258.70s
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Running pipeline stage MKMLDeployer
Creating inference service zonemercy-cogent-nemo-v2-5e6-v21
Waiting for inference service zonemercy-cogent-nemo-v2-5e6-v21 to be ready
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Failed to get response for submission zonemercy-virgo-edit-v1-1e5_v13: ('http://zonemercy-virgo-edit-v1-1e5-v13-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:38592->127.0.0.1:8080: read: connection reset by peer\n')
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Inference service zonemercy-cogent-nemo-v2-5e6-v21 ready after 190.80751991271973s
Pipeline stage MKMLDeployer completed in 191.40s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.1562917232513428s
Received healthy response to inference request in 1.5273463726043701s
Received healthy response to inference request in 2.0431761741638184s
Received healthy response to inference request in 1.660888910293579s
Received healthy response to inference request in 1.9784538745880127s
5 requests
0 failed requests
5th percentile: 1.5540548801422118
10th percentile: 1.5807633876800538
20th percentile: 1.6341804027557374
30th percentile: 1.7244019031524658
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50th percentile: 1.9784538745880127
60th percentile: 2.004342794418335
70th percentile: 2.0302317142486572
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99th percentile: 2.1517671012878417
mean time: 1.8732314109802246
Pipeline stage StressChecker completed in 10.87s
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2960.24s
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zonemercy-cogent-nemo-v2-5e6_v21 status is now inactive due to auto deactivation removed underperforming models
zonemercy-cogent-nemo-v2-5e6_v21 status is now torndown due to DeploymentManager action