chaiml-nitral-18k-1116-v2

developer_uid: azuruce

submission_id: chaiml-nitral-18k-1116-v2_v3

model_name: chaiml-nitral-18k-1116-v2_v3

model_group: ChaiML/nitral_18k_1116_v

status: torndown

timestamp: 2025-01-03T21:47:44+00:00

num_battles: 12086

num_wins: 6167

celo_rating: 1276.84

family_friendly_score: 0.5822

family_friendly_standard_error: 0.006974857131153297

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': 0.6613686196810452, 'latency_mean': 1.5119226121902465, 'latency_p50': 1.5017940998077393, 'latency_p90': 1.6624404907226562}, {'batch_size': 4, 'throughput': 1.5884287903437802, 'latency_mean': 2.5077257776260375, 'latency_p50': 2.4980685710906982, 'latency_p90': 2.7786828756332396}, {'batch_size': 5, 'throughput': 1.7751452155792626, 'latency_mean': 2.8096911001205442, 'latency_p50': 2.808472514152527, 'latency_p90': 3.1308181047439576}, {'batch_size': 8, 'throughput': 2.1296979806493437, 'latency_mean': 3.722764558792114, 'latency_p50': 3.728574514389038, 'latency_p90': 4.328055143356323}, {'batch_size': 10, 'throughput': 2.2971107910243225, 'latency_mean': 4.321126016378403, 'latency_p50': 4.333192944526672, 'latency_p90': 4.891004419326782}, {'batch_size': 12, 'throughput': 2.4011777237957777, 'latency_mean': 4.95390123128891, 'latency_p50': 4.933233141899109, 'latency_p90': 5.747623705863953}, {'batch_size': 15, 'throughput': 2.5280290653329502, 'latency_mean': 5.885605363845825, 'latency_p50': 5.861739158630371, 'latency_p90': 6.8042396068572994}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: chaiml-nitral-18k-1116-v2_v3

is_internal_developer: True

language_model: ChaiML/nitral_18k_1116_v2

model_size: 13B

ranking_group: single

throughput_3p7s: 2.14

us_pacific_date: 2025-01-03

win_ratio: 0.5102598047327487

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-v3-mkmlizer
Waiting for job on chaiml-nitral-18k-1116-v2-v3-mkmlizer to finish
chaiml-nitral-18k-1116-v2-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nitral-18k-1116-v2-v3-mkmlizer: ║     _____            __           __                                ║
chaiml-nitral-18k-1116-v2-v3-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-nitral-18k-1116-v2-v3-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-nitral-18k-1116-v2-v3-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-nitral-18k-1116-v2-v3-mkmlizer: ║       /___/                                                         ║
chaiml-nitral-18k-1116-v2-v3-mkmlizer: ║                                                                     ║
chaiml-nitral-18k-1116-v2-v3-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-nitral-18k-1116-v2-v3-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-nitral-18k-1116-v2-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nitral-18k-1116-v2-v3-mkmlizer: ║                                                                     ║
chaiml-nitral-18k-1116-v2-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nitral-18k-1116-v2-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-nitral-18k-1116-v2-v3-mkmlizer: ║                                                                     ║
chaiml-nitral-18k-1116-v2-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nitral-18k-1116-v2-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nitral-18k-1116-v2-v3-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
chaiml-nitral-18k-1116-v2-v3-mkmlizer: ║                                                                     ║
chaiml-nitral-18k-1116-v2-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nitral-18k-1116-v2-v3-mkmlizer: Downloaded to shared memory in 60.085s
chaiml-nitral-18k-1116-v2-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpd6iosls7, device:0
chaiml-nitral-18k-1116-v2-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-nitral-18k-1116-v2-v3-mkmlizer: quantized model in 40.648s
chaiml-nitral-18k-1116-v2-v3-mkmlizer: Processed model ChaiML/nitral_18k_1116_v2 in 100.734s
chaiml-nitral-18k-1116-v2-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nitral-18k-1116-v2-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nitral-18k-1116-v2-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nitral-18k-1116-v2-v3
chaiml-nitral-18k-1116-v2-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nitral-18k-1116-v2-v3/config.json
chaiml-nitral-18k-1116-v2-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nitral-18k-1116-v2-v3/special_tokens_map.json
chaiml-nitral-18k-1116-v2-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nitral-18k-1116-v2-v3/tokenizer_config.json
chaiml-nitral-18k-1116-v2-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nitral-18k-1116-v2-v3/tokenizer.json
chaiml-nitral-18k-1116-v2-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nitral-18k-1116-v2-v3/flywheel_model.0.safetensors
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Job chaiml-nitral-18k-1116-v2-v3-mkmlizer completed after 125.19s with status: succeeded
Stopping job with name chaiml-nitral-18k-1116-v2-v3-mkmlizer
Pipeline stage MKMLizer completed in 125.67s
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-v3
Waiting for inference service chaiml-nitral-18k-1116-v2-v3 to be ready
Connection pool is full, discarding connection: %s. Connection pool size: %s
Inference service chaiml-nitral-18k-1116-v2-v3 ready after 321.29916977882385s
Pipeline stage MKMLDeployer completed in 321.80s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.6660442352294922s
Received healthy response to inference request in 1.2594671249389648s
Received healthy response to inference request in 1.3428080081939697s
Received healthy response to inference request in 1.2713265419006348s
Received healthy response to inference request in 1.5388524532318115s
5 requests
0 failed requests
5th percentile: 1.261839008331299
10th percentile: 1.2642108917236328
20th percentile: 1.2689546585083007
30th percentile: 1.2856228351593018
40th percentile: 1.3142154216766357
50th percentile: 1.3428080081939697
60th percentile: 1.4212257862091064
70th percentile: 1.4996435642242432
80th percentile: 1.5642908096313477
90th percentile: 1.6151675224304198
95th percentile: 1.640605878829956
99th percentile: 1.660956563949585
mean time: 1.4156996726989746
Pipeline stage StressChecker completed in 8.26s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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starting trigger_guanaco_pipeline args=%s
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Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.62s
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Running pipeline stage TriggerMKMLProfilingPipeline
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.64s
Shutdown handler de-registered
chaiml-nitral-18k-1116-v2_v3 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 2571.98s
Shutdown handler de-registered
chaiml-nitral-18k-1116-v2_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-nitral-18k-1116-v2_v3 status is now torndown due to DeploymentManager action
chaiml-nitral-18k-1116-v2_v3 status is now torndown due to DeploymentManager action
chaiml-nitral-18k-1116-v2_v3 status is now torndown due to DeploymentManager action

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