developer_uid: azuruce
submission_id: chaiml-nitral-18k-1116-v2_v4
model_name: chaiml-nitral-18k-1116-v2_v4
model_group: ChaiML/nitral_18k_1116_v
status: torndown
timestamp: 2025-01-08T21:17:59+00:00
num_battles: 7932
num_wins: 4509
celo_rating: 1312.37
family_friendly_score: 0.591
family_friendly_standard_error: 0.006952970588173086
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': 0.6309853575393777, 'latency_mean': 1.584728798866272, 'latency_p50': 1.5842536687850952, 'latency_p90': 1.742535138130188}, {'batch_size': 3, 'throughput': 1.2536475578128676, 'latency_mean': 2.385721000432968, 'latency_p50': 2.4000611305236816, 'latency_p90': 2.605871319770813}, {'batch_size': 5, 'throughput': 1.600534135162405, 'latency_mean': 3.118130464553833, 'latency_p50': 3.1097289323806763, 'latency_p90': 3.5292202711105345}, {'batch_size': 6, 'throughput': 1.7067839559767273, 'latency_mean': 3.4911289644241332, 'latency_p50': 3.5001726150512695, 'latency_p90': 3.9405649185180662}, {'batch_size': 8, 'throughput': 1.853607788703745, 'latency_mean': 4.2997290444374086, 'latency_p50': 4.297105431556702, 'latency_p90': 4.789775085449219}, {'batch_size': 10, 'throughput': 1.9333229480453566, 'latency_mean': 5.144288798570633, 'latency_p50': 5.147645711898804, 'latency_p90': 5.83495078086853}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: chaiml-nitral-18k-1116-v2_v4
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: 0.5684568835098336
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-v4-mkmlizer
Waiting for job on chaiml-nitral-18k-1116-v2-v4-mkmlizer to finish
chaiml-nitral-18k-1116-v2-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nitral-18k-1116-v2-v4-mkmlizer: ║     _____            __           __                                ║
chaiml-nitral-18k-1116-v2-v4-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-nitral-18k-1116-v2-v4-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-nitral-18k-1116-v2-v4-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-nitral-18k-1116-v2-v4-mkmlizer: ║       /___/                                                         ║
chaiml-nitral-18k-1116-v2-v4-mkmlizer: ║                                                                     ║
chaiml-nitral-18k-1116-v2-v4-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-nitral-18k-1116-v2-v4-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-nitral-18k-1116-v2-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nitral-18k-1116-v2-v4-mkmlizer: ║                                                                     ║
chaiml-nitral-18k-1116-v2-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nitral-18k-1116-v2-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-nitral-18k-1116-v2-v4-mkmlizer: ║                                                                     ║
chaiml-nitral-18k-1116-v2-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nitral-18k-1116-v2-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nitral-18k-1116-v2-v4-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
chaiml-nitral-18k-1116-v2-v4-mkmlizer: ║                                                                     ║
chaiml-nitral-18k-1116-v2-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Retrying (%r) after connection broken by '%r': %s
chaiml-nitral-18k-1116-v2-v4-mkmlizer: Downloaded to shared memory in 92.609s
chaiml-nitral-18k-1116-v2-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpjn_9fg7a, device:0
chaiml-nitral-18k-1116-v2-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
chaiml-nitral-18k-1116-v2-v4-mkmlizer: quantized model in 41.402s
chaiml-nitral-18k-1116-v2-v4-mkmlizer: Processed model ChaiML/nitral_18k_1116_v2 in 134.011s
chaiml-nitral-18k-1116-v2-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nitral-18k-1116-v2-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nitral-18k-1116-v2-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nitral-18k-1116-v2-v4
chaiml-nitral-18k-1116-v2-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nitral-18k-1116-v2-v4/config.json
chaiml-nitral-18k-1116-v2-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nitral-18k-1116-v2-v4/special_tokens_map.json
chaiml-nitral-18k-1116-v2-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nitral-18k-1116-v2-v4/tokenizer_config.json
chaiml-nitral-18k-1116-v2-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nitral-18k-1116-v2-v4/tokenizer.json
chaiml-nitral-18k-1116-v2-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nitral-18k-1116-v2-v4/flywheel_model.0.safetensors
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Job chaiml-nitral-18k-1116-v2-v4-mkmlizer completed after 156.06s with status: succeeded
Stopping job with name chaiml-nitral-18k-1116-v2-v4-mkmlizer
Pipeline stage MKMLizer completed in 156.59s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-nitral-18k-1116-v2-v4
Waiting for inference service chaiml-nitral-18k-1116-v2-v4 to be ready
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Inference service chaiml-nitral-18k-1116-v2-v4 ready after 351.7716341018677s
Pipeline stage MKMLDeployer completed in 352.40s
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Running pipeline stage StressChecker
Received healthy response to inference request in 1.7973732948303223s
Received healthy response to inference request in 1.4841084480285645s
Received healthy response to inference request in 1.499976634979248s
Received healthy response to inference request in 1.378770351409912s
Received healthy response to inference request in 1.673125982284546s
5 requests
0 failed requests
5th percentile: 1.3998379707336426
10th percentile: 1.420905590057373
20th percentile: 1.463040828704834
30th percentile: 1.4872820854187012
40th percentile: 1.4936293601989745
50th percentile: 1.499976634979248
60th percentile: 1.5692363739013673
70th percentile: 1.6384961128234863
80th percentile: 1.6979754447937012
90th percentile: 1.7476743698120116
95th percentile: 1.772523832321167
99th percentile: 1.7924034023284912
mean time: 1.5666709423065186
Pipeline stage StressChecker completed in 9.22s
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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 0.67s
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chaiml-nitral-18k-1116-v2_v4 status is now deployed due to DeploymentManager action
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2451.96s
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chaiml-nitral-18k-1116-v2_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-nitral-18k-1116-v2_v4 status is now torndown due to DeploymentManager action
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