chaiml-nitral-18k-1116-v2

developer_uid: azuruce

submission_id: chaiml-nitral-18k-1116-v2_v2

model_name: chaiml-nitral-18k-1116-v2_v2

model_group: ChaiML/nitral_18k_1116_v

status: torndown

timestamp: 2025-01-03T21:47:28+00:00

num_battles: 12216

num_wins: 6096

celo_rating: 1268.33

family_friendly_score: 0.5866

family_friendly_standard_error: 0.0069642004566209895

submission_type: basic

model_repo: ChaiML/nitral_18k_1116_v2

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 1

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6735551445159618, 'latency_mean': 1.4845921421051025, 'latency_p50': 1.4892302751541138, 'latency_p90': 1.6382990598678588}, {'batch_size': 4, 'throughput': 1.6113451220067023, 'latency_mean': 2.4706179893016813, 'latency_p50': 2.466577410697937, 'latency_p90': 2.7453472137451174}, {'batch_size': 5, 'throughput': 1.8084200523018914, 'latency_mean': 2.7507904720306398, 'latency_p50': 2.750953793525696, 'latency_p90': 3.1206779718399047}, {'batch_size': 8, 'throughput': 2.219466845604605, 'latency_mean': 3.574911744594574, 'latency_p50': 3.567355990409851, 'latency_p90': 3.9988683700561523}, {'batch_size': 10, 'throughput': 2.3725464166884653, 'latency_mean': 4.1844780480861665, 'latency_p50': 4.1860111951828, 'latency_p90': 4.785735654830932}, {'batch_size': 12, 'throughput': 2.478156806828015, 'latency_mean': 4.8037292563915255, 'latency_p50': 4.793787121772766, 'latency_p90': 5.440610742568969}, {'batch_size': 15, 'throughput': 2.6049260469044673, 'latency_mean': 5.710096457004547, 'latency_p50': 5.672955513000488, 'latency_p90': 6.551242208480835}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: chaiml-nitral-18k-1116-v2_v2

is_internal_developer: True

language_model: ChaiML/nitral_18k_1116_v2

model_size: 13B

ranking_group: single

throughput_3p7s: 2.27

us_pacific_date: 2025-01-03

win_ratio: 0.49901768172888017

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': 1, '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-v2-mkmlizer
Waiting for job on chaiml-nitral-18k-1116-v2-v2-mkmlizer to finish
chaiml-nitral-18k-1116-v2-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nitral-18k-1116-v2-v2-mkmlizer: ║     _____            __           __                                ║
chaiml-nitral-18k-1116-v2-v2-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-nitral-18k-1116-v2-v2-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-nitral-18k-1116-v2-v2-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-nitral-18k-1116-v2-v2-mkmlizer: ║       /___/                                                         ║
chaiml-nitral-18k-1116-v2-v2-mkmlizer: ║                                                                     ║
chaiml-nitral-18k-1116-v2-v2-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-nitral-18k-1116-v2-v2-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-nitral-18k-1116-v2-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nitral-18k-1116-v2-v2-mkmlizer: ║                                                                     ║
chaiml-nitral-18k-1116-v2-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nitral-18k-1116-v2-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-nitral-18k-1116-v2-v2-mkmlizer: ║                                                                     ║
chaiml-nitral-18k-1116-v2-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nitral-18k-1116-v2-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nitral-18k-1116-v2-v2-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
chaiml-nitral-18k-1116-v2-v2-mkmlizer: ║                                                                     ║
chaiml-nitral-18k-1116-v2-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Connection pool is full, discarding connection: %s. Connection pool size: %s
chaiml-nitral-18k-1116-v2-v2-mkmlizer: Downloaded to shared memory in 64.203s
chaiml-nitral-18k-1116-v2-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpwzi3mn7w, device:0
chaiml-nitral-18k-1116-v2-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-nitral-18k-1116-v2-v2-mkmlizer: quantized model in 41.961s
chaiml-nitral-18k-1116-v2-v2-mkmlizer: Processed model ChaiML/nitral_18k_1116_v2 in 106.165s
chaiml-nitral-18k-1116-v2-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nitral-18k-1116-v2-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nitral-18k-1116-v2-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nitral-18k-1116-v2-v2
chaiml-nitral-18k-1116-v2-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nitral-18k-1116-v2-v2/config.json
chaiml-nitral-18k-1116-v2-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nitral-18k-1116-v2-v2/special_tokens_map.json
chaiml-nitral-18k-1116-v2-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nitral-18k-1116-v2-v2/tokenizer_config.json
chaiml-nitral-18k-1116-v2-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nitral-18k-1116-v2-v2/tokenizer.json
chaiml-nitral-18k-1116-v2-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nitral-18k-1116-v2-v2/flywheel_model.0.safetensors
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Job chaiml-nitral-18k-1116-v2-v2-mkmlizer completed after 135.57s with status: succeeded
Stopping job with name chaiml-nitral-18k-1116-v2-v2-mkmlizer
Pipeline stage MKMLizer completed in 136.07s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-nitral-18k-1116-v2-v2
Waiting for inference service chaiml-nitral-18k-1116-v2-v2 to be ready
Inference service chaiml-nitral-18k-1116-v2-v2 ready after 331.5989966392517s
Pipeline stage MKMLDeployer completed in 332.11s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.6938116550445557s
Received healthy response to inference request in 1.272294521331787s
Received healthy response to inference request in 1.301375150680542s
Received healthy response to inference request in 1.9794976711273193s
Received healthy response to inference request in 1.3099639415740967s
5 requests
0 failed requests
5th percentile: 1.278110647201538
10th percentile: 1.283926773071289
20th percentile: 1.295559024810791
30th percentile: 1.3030929088592529
40th percentile: 1.306528425216675
50th percentile: 1.3099639415740967
60th percentile: 1.4635030269622802
70th percentile: 1.6170421123504637
80th percentile: 1.7509488582611084
90th percentile: 1.865223264694214
95th percentile: 1.9223604679107666
99th percentile: 1.9680702304840088
mean time: 1.5113885879516602
Pipeline stage StressChecker completed in 8.70s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.89s
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Running pipeline stage TriggerMKMLProfilingPipeline
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.63s
Shutdown handler de-registered
chaiml-nitral-18k-1116-v2_v2 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 2553.52s
Shutdown handler de-registered
chaiml-nitral-18k-1116-v2_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-nitral-18k-1116-v2_v2 status is now torndown due to DeploymentManager action
chaiml-nitral-18k-1116-v2_v2 status is now torndown due to DeploymentManager action
chaiml-nitral-18k-1116-v2_v2 status is now torndown due to DeploymentManager action

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