chaiml-nitral-18k-1116-v2

developer_uid: azuruce

submission_id: chaiml-nitral-18k-1116-v2_v9

model_name: chaiml-nitral-18k-1116-v2_v9

model_group: ChaiML/nitral_18k_1116_v

status: torndown

timestamp: 2025-02-25T08:47:52+00:00

num_battles: 5831

num_wins: 3382

celo_rating: 1320.49

family_friendly_score: 0.3228

family_friendly_standard_error: 0.006612112521728589

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: 100

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.43661276737697885, 'latency_mean': 2.2902769088745116, 'latency_p50': 2.2966076135635376, 'latency_p90': 2.457928919792175}, {'batch_size': 3, 'throughput': 0.9361860366100844, 'latency_mean': 3.1974968564510347, 'latency_p50': 3.2261722087860107, 'latency_p90': 3.4197870254516602}, {'batch_size': 5, 'throughput': 1.2234960419037966, 'latency_mean': 4.068632402420044, 'latency_p50': 4.0526202917099, 'latency_p90': 4.4497950077056885}, {'batch_size': 6, 'throughput': 1.317093303365237, 'latency_mean': 4.516483408212662, 'latency_p50': 4.528614282608032, 'latency_p90': 4.986097979545593}, {'batch_size': 8, 'throughput': 1.4808254375014052, 'latency_mean': 5.357973922491073, 'latency_p50': 5.358861207962036, 'latency_p90': 5.88715980052948}, {'batch_size': 10, 'throughput': 1.557723249349588, 'latency_mean': 6.377561967372895, 'latency_p50': 6.383846282958984, 'latency_p90': 7.009728646278381}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: chaiml-nitral-18k-1116-v2_v9

ineligible_reason: max_output_tokens!=64

is_internal_developer: False

language_model: ChaiML/nitral_18k_1116_v2

model_size: 13B

ranking_group: single

throughput_3p7s: 1.12

us_pacific_date: 2025-02-25

win_ratio: 0.5800034299434059

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': ['</s>', 'Bot:', 'User:', '####', '\n', '<|im_end|>', 'You:', '<|eot_id|>'], 'max_input_tokens': 1024, 'best_of': 4, 'max_output_tokens': 100}

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-v9-mkmlizer
Waiting for job on chaiml-nitral-18k-1116-v2-v9-mkmlizer to finish
chaiml-nitral-18k-1116-v2-v9-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nitral-18k-1116-v2-v9-mkmlizer: ║     _____            __           __                                ║
chaiml-nitral-18k-1116-v2-v9-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-nitral-18k-1116-v2-v9-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-nitral-18k-1116-v2-v9-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-nitral-18k-1116-v2-v9-mkmlizer: ║       /___/                                                         ║
chaiml-nitral-18k-1116-v2-v9-mkmlizer: ║                                                                     ║
chaiml-nitral-18k-1116-v2-v9-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-nitral-18k-1116-v2-v9-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-nitral-18k-1116-v2-v9-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nitral-18k-1116-v2-v9-mkmlizer: ║                                                                     ║
chaiml-nitral-18k-1116-v2-v9-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nitral-18k-1116-v2-v9-mkmlizer: ║  belonging to:                                                      ║
chaiml-nitral-18k-1116-v2-v9-mkmlizer: ║                                                                     ║
chaiml-nitral-18k-1116-v2-v9-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nitral-18k-1116-v2-v9-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nitral-18k-1116-v2-v9-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
chaiml-nitral-18k-1116-v2-v9-mkmlizer: ║                                                                     ║
chaiml-nitral-18k-1116-v2-v9-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nitral-18k-1116-v2-v9-mkmlizer: Downloaded to shared memory in 71.892s
chaiml-nitral-18k-1116-v2-v9-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpfgoja0b2, device:0
chaiml-nitral-18k-1116-v2-v9-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-nitral-18k-1116-v2-v9-mkmlizer: quantized model in 40.552s
chaiml-nitral-18k-1116-v2-v9-mkmlizer: Processed model ChaiML/nitral_18k_1116_v2 in 112.444s
chaiml-nitral-18k-1116-v2-v9-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nitral-18k-1116-v2-v9-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nitral-18k-1116-v2-v9-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nitral-18k-1116-v2-v9
chaiml-nitral-18k-1116-v2-v9-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nitral-18k-1116-v2-v9/tokenizer_config.json
chaiml-nitral-18k-1116-v2-v9-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nitral-18k-1116-v2-v9/tokenizer.json
chaiml-nitral-18k-1116-v2-v9-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nitral-18k-1116-v2-v9/flywheel_model.0.safetensors
chaiml-nitral-18k-1116-v2-v9-mkmlizer: 
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Job chaiml-nitral-18k-1116-v2-v9-mkmlizer completed after 134.46s with status: succeeded
Stopping job with name chaiml-nitral-18k-1116-v2-v9-mkmlizer
Pipeline stage MKMLizer completed in 134.95s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-nitral-18k-1116-v2-v9
Waiting for inference service chaiml-nitral-18k-1116-v2-v9 to be ready
Inference service chaiml-nitral-18k-1116-v2-v9 ready after 250.8841516971588s
Pipeline stage MKMLDeployer completed in 251.41s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.741420269012451s
Received healthy response to inference request in 2.1492056846618652s
Received healthy response to inference request in 2.170809507369995s
Received healthy response to inference request in 2.3104217052459717s
Received healthy response to inference request in 2.199460744857788s
5 requests
0 failed requests
5th percentile: 2.153526449203491
10th percentile: 2.157847213745117
20th percentile: 2.1664887428283692
30th percentile: 2.176539754867554
40th percentile: 2.1880002498626707
50th percentile: 2.199460744857788
60th percentile: 2.2438451290130614
70th percentile: 2.288229513168335
80th percentile: 2.3966214179992678
90th percentile: 2.5690208435058595
95th percentile: 2.655220556259155
99th percentile: 2.724180326461792
mean time: 2.3142635822296143
Pipeline stage StressChecker completed in 12.92s
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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 0.65s
Shutdown handler de-registered
chaiml-nitral-18k-1116-v2_v9 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 2646.29s
Shutdown handler de-registered
chaiml-nitral-18k-1116-v2_v9 status is now inactive due to auto deactivation removed underperforming models
chaiml-nitral-18k-1116-v2_v9 status is now torndown due to DeploymentManager action