developer_uid: azuruce
submission_id: chaiml-nitral-18k-1116-v2_v5
model_name: chaiml-nitral-18k-1116-v2_v5
model_group: ChaiML/nitral_18k_1116_v
status: torndown
timestamp: 2025-01-08T21:18:24+00:00
num_battles: 8027
num_wins: 4639
celo_rating: 1317.16
family_friendly_score: 0.5878
family_friendly_standard_error: 0.006961194725045407
submission_type: basic
model_repo: ChaiML/nitral_18k_1116_v2
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 4
max_input_tokens: 1024
max_output_tokens: 64
latencies: [{'batch_size': 1, 'throughput': 0.6396188238388336, 'latency_mean': 1.563375585079193, 'latency_p50': 1.5610796213150024, 'latency_p90': 1.7430177211761475}, {'batch_size': 3, 'throughput': 1.2668902492389658, 'latency_mean': 2.357878897190094, 'latency_p50': 2.3435275554656982, 'latency_p90': 2.5951693296432494}, {'batch_size': 5, 'throughput': 1.6016576482132776, 'latency_mean': 3.104410117864609, 'latency_p50': 3.11007821559906, 'latency_p90': 3.5354432106018066}, {'batch_size': 6, 'throughput': 1.7044416441855872, 'latency_mean': 3.4987938714027407, 'latency_p50': 3.488629102706909, 'latency_p90': 3.9787115335464476}, {'batch_size': 8, 'throughput': 1.8596412632033634, 'latency_mean': 4.2597989654541015, 'latency_p50': 4.283336043357849, 'latency_p90': 4.82744722366333}, {'batch_size': 10, 'throughput': 1.9484246544351878, 'latency_mean': 5.083770246505737, 'latency_p50': 5.040046215057373, 'latency_p90': 5.779823231697082}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: chaiml-nitral-18k-1116-v2_v5
is_internal_developer: True
language_model: ChaiML/nitral_18k_1116_v2
model_size: 13B
ranking_group: single
throughput_3p7s: 1.76
us_pacific_date: 2025-01-08
win_ratio: 0.5779245047963124
generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 100, '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-nitral-18k-1116-v2-v5-mkmlizer
Waiting for job on chaiml-nitral-18k-1116-v2-v5-mkmlizer to finish
chaiml-nitral-18k-1116-v2-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nitral-18k-1116-v2-v5-mkmlizer: ║     _____            __           __                                ║
chaiml-nitral-18k-1116-v2-v5-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-nitral-18k-1116-v2-v5-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-nitral-18k-1116-v2-v5-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-nitral-18k-1116-v2-v5-mkmlizer: ║       /___/                                                         ║
chaiml-nitral-18k-1116-v2-v5-mkmlizer: ║                                                                     ║
chaiml-nitral-18k-1116-v2-v5-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-nitral-18k-1116-v2-v5-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-nitral-18k-1116-v2-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nitral-18k-1116-v2-v5-mkmlizer: ║                                                                     ║
chaiml-nitral-18k-1116-v2-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nitral-18k-1116-v2-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-nitral-18k-1116-v2-v5-mkmlizer: ║                                                                     ║
chaiml-nitral-18k-1116-v2-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nitral-18k-1116-v2-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nitral-18k-1116-v2-v5-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
chaiml-nitral-18k-1116-v2-v5-mkmlizer: ║                                                                     ║
chaiml-nitral-18k-1116-v2-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nitral-18k-1116-v2-v5-mkmlizer: Downloaded to shared memory in 64.137s
chaiml-nitral-18k-1116-v2-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpw1waoo8j, device:0
chaiml-nitral-18k-1116-v2-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-nitral-18k-1116-v2-v5-mkmlizer: quantized model in 41.396s
chaiml-nitral-18k-1116-v2-v5-mkmlizer: Processed model ChaiML/nitral_18k_1116_v2 in 105.533s
chaiml-nitral-18k-1116-v2-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nitral-18k-1116-v2-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nitral-18k-1116-v2-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nitral-18k-1116-v2-v5
chaiml-nitral-18k-1116-v2-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nitral-18k-1116-v2-v5/config.json
chaiml-nitral-18k-1116-v2-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nitral-18k-1116-v2-v5/special_tokens_map.json
chaiml-nitral-18k-1116-v2-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nitral-18k-1116-v2-v5/tokenizer_config.json
chaiml-nitral-18k-1116-v2-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nitral-18k-1116-v2-v5/tokenizer.json
chaiml-nitral-18k-1116-v2-v5-mkmlizer: 
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Job chaiml-nitral-18k-1116-v2-v5-mkmlizer completed after 134.93s with status: succeeded
Stopping job with name chaiml-nitral-18k-1116-v2-v5-mkmlizer
Pipeline stage MKMLizer completed in 135.41s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.18s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-nitral-18k-1116-v2-v5
Waiting for inference service chaiml-nitral-18k-1116-v2-v5 to be ready
Inference service chaiml-nitral-18k-1116-v2-v5 ready after 351.29114031791687s
Pipeline stage MKMLDeployer completed in 351.85s
run pipeline stage %s
Running pipeline stage StressChecker
dial tcp 127.0.0.1:8080: connect: connection refused

Received unhealthy response to inference request!
Received healthy response to inference request in 1.7595739364624023s
Received healthy response to inference request in 1.5459439754486084s
Received healthy response to inference request in 2.136660575866699s
Received healthy response to inference request in 1.3629493713378906s
5 requests
1 failed requests
5th percentile: 0.3742496490478516
10th percentile: 0.6214245796203614
20th percentile: 1.115774440765381
30th percentile: 1.3995482921600342
40th percentile: 1.4727461338043213
50th percentile: 1.5459439754486084
60th percentile: 1.6313959598541259
70th percentile: 1.7168479442596436
80th percentile: 1.8349912643432618
90th percentile: 1.9858259201049804
95th percentile: 2.0612432479858396
99th percentile: 2.121577110290527
mean time: 1.3864405155181885
%s, retrying in %s seconds...
Received healthy response to inference request in 1.4434797763824463s
Received healthy response to inference request in 1.5666358470916748s
Received healthy response to inference request in 1.5036711692810059s
Received healthy response to inference request in 1.734797477722168s
Received healthy response to inference request in 1.4341719150543213s
5 requests
0 failed requests
5th percentile: 1.4360334873199463
10th percentile: 1.4378950595855713
20th percentile: 1.4416182041168213
30th percentile: 1.4555180549621582
40th percentile: 1.479594612121582
50th percentile: 1.5036711692810059
60th percentile: 1.5288570404052735
70th percentile: 1.554042911529541
80th percentile: 1.6002681732177735
90th percentile: 1.6675328254699706
95th percentile: 1.7011651515960693
99th percentile: 1.7280710124969483
mean time: 1.5365512371063232
Pipeline stage StressChecker completed in 17.25s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.67s
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Running pipeline stage TriggerMKMLProfilingPipeline
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.78s
Shutdown handler de-registered
chaiml-nitral-18k-1116-v2_v5 status is now deployed due to DeploymentManager action
Shutdown handler registered
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2381.84s
Shutdown handler de-registered
chaiml-nitral-18k-1116-v2_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-nitral-18k-1116-v2_v5 status is now torndown due to DeploymentManager action
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