developer_uid: zonemercy
submission_id: chaiml-lexical-nemo-v4-1k1e5_v29
model_name: chaiml-lexical-nemo-v4-1k1e5_v29
model_group: ChaiML/Lexical-Nemo-v4-1
status: inactive
timestamp: 2024-12-12T20:26:03+00:00
num_battles: 16780
num_wins: 8367
celo_rating: 1260.98
family_friendly_score: 0.5754
family_friendly_standard_error: 0.0069902051472041935
submission_type: basic
model_repo: ChaiML/Lexical-Nemo-v4-1k1e5
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 4
max_input_tokens: 1024
max_output_tokens: 64
latencies: [{'batch_size': 1, 'throughput': 0.6329761733631635, 'latency_mean': 1.5797519314289092, 'latency_p50': 1.5768457651138306, 'latency_p90': 1.740164875984192}, {'batch_size': 3, 'throughput': 1.242570995705765, 'latency_mean': 2.4105049538612366, 'latency_p50': 2.426726818084717, 'latency_p90': 2.6173509836196898}, {'batch_size': 5, 'throughput': 1.5731390869664423, 'latency_mean': 3.1631553101539613, 'latency_p50': 3.1470084190368652, 'latency_p90': 3.5450933694839475}, {'batch_size': 6, 'throughput': 1.6734856296635692, 'latency_mean': 3.560441117286682, 'latency_p50': 3.567402720451355, 'latency_p90': 4.025648832321167}, {'batch_size': 8, 'throughput': 1.8199375081186695, 'latency_mean': 4.363661777973175, 'latency_p50': 4.404650568962097, 'latency_p90': 4.968702340126038}, {'batch_size': 10, 'throughput': 1.9106244637762029, 'latency_mean': 5.206137858629226, 'latency_p50': 5.163328289985657, 'latency_p90': 5.896198987960815}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: chaiml-lexical-nemo-v4-1k1e5_v29
is_internal_developer: True
language_model: ChaiML/Lexical-Nemo-v4-1k1e5
model_size: 13B
ranking_group: single
throughput_3p7s: 1.72
us_pacific_date: 2024-12-12
win_ratio: 0.49862932061978543
generation_params: {'temperature': 0.9, 'top_p': 1.0, 'min_p': 0.05, 'top_k': 80, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n', '</s>', '###', 'Bot:', 'User:', 'You:', '<|im_end|>'], 'max_input_tokens': 1024, 'best_of': 4, 'max_output_tokens': 64}
formatter: {'memory_template': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '{prompt}\n<START>\n', '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-lexical-nemo-v4-1k1e5-v29-mkmlizer
Waiting for job on chaiml-lexical-nemo-v4-1k1e5-v29-mkmlizer to finish
chaiml-lexical-nemo-v4-1k1e5-v29-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-lexical-nemo-v4-1k1e5-v29-mkmlizer: ║     _____            __           __                                ║
chaiml-lexical-nemo-v4-1k1e5-v29-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-lexical-nemo-v4-1k1e5-v29-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-lexical-nemo-v4-1k1e5-v29-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-lexical-nemo-v4-1k1e5-v29-mkmlizer: ║       /___/                                                         ║
chaiml-lexical-nemo-v4-1k1e5-v29-mkmlizer: ║                                                                     ║
chaiml-lexical-nemo-v4-1k1e5-v29-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-lexical-nemo-v4-1k1e5-v29-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-lexical-nemo-v4-1k1e5-v29-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-lexical-nemo-v4-1k1e5-v29-mkmlizer: ║                                                                     ║
chaiml-lexical-nemo-v4-1k1e5-v29-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-lexical-nemo-v4-1k1e5-v29-mkmlizer: ║  belonging to:                                                      ║
chaiml-lexical-nemo-v4-1k1e5-v29-mkmlizer: ║                                                                     ║
chaiml-lexical-nemo-v4-1k1e5-v29-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-lexical-nemo-v4-1k1e5-v29-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-lexical-nemo-v4-1k1e5-v29-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
chaiml-lexical-nemo-v4-1k1e5-v29-mkmlizer: ║                                                                     ║
chaiml-lexical-nemo-v4-1k1e5-v29-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-lexical-nemo-v4-1k1e5-v29-mkmlizer: Downloaded to shared memory in 97.965s
chaiml-lexical-nemo-v4-1k1e5-v29-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpv7uwbcju, device:0
chaiml-lexical-nemo-v4-1k1e5-v29-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-lexical-nemo-v4-1k1e5-v29-mkmlizer: quantized model in 42.543s
chaiml-lexical-nemo-v4-1k1e5-v29-mkmlizer: Processed model ChaiML/Lexical-Nemo-v4-1k1e5 in 140.508s
chaiml-lexical-nemo-v4-1k1e5-v29-mkmlizer: creating bucket guanaco-mkml-models
chaiml-lexical-nemo-v4-1k1e5-v29-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-lexical-nemo-v4-1k1e5-v29-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-lexical-nemo-v4-1k1e5-v29
chaiml-lexical-nemo-v4-1k1e5-v29-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-lexical-nemo-v4-1k1e5-v29/config.json
chaiml-lexical-nemo-v4-1k1e5-v29-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-lexical-nemo-v4-1k1e5-v29/special_tokens_map.json
chaiml-lexical-nemo-v4-1k1e5-v29-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-lexical-nemo-v4-1k1e5-v29/tokenizer_config.json
chaiml-lexical-nemo-v4-1k1e5-v29-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-lexical-nemo-v4-1k1e5-v29/tokenizer.json
chaiml-lexical-nemo-v4-1k1e5-v29-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-lexical-nemo-v4-1k1e5-v29/flywheel_model.0.safetensors
chaiml-lexical-nemo-v4-1k1e5-v29-mkmlizer: 
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Job chaiml-lexical-nemo-v4-1k1e5-v29-mkmlizer completed after 168.03s with status: succeeded
Stopping job with name chaiml-lexical-nemo-v4-1k1e5-v29-mkmlizer
Pipeline stage MKMLizer completed in 168.58s
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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-lexical-nemo-v4-1k1e5-v29
Waiting for inference service chaiml-lexical-nemo-v4-1k1e5-v29 to be ready
Inference service chaiml-lexical-nemo-v4-1k1e5-v29 ready after 200.8841917514801s
Pipeline stage MKMLDeployer completed in 201.51s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.028190851211548s
Received healthy response to inference request in 4.736194133758545s
Received healthy response to inference request in 6.262475252151489s
Received healthy response to inference request in 2.122340202331543s
Received healthy response to inference request in 1.6759159564971924s
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5th percentile: 1.7463709354400634
10th percentile: 1.8168259143829346
20th percentile: 1.9577358722686768
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60th percentile: 3.1678817749023436
70th percentile: 4.213423347473144
80th percentile: 5.041450357437134
90th percentile: 5.651962804794311
95th percentile: 5.9572190284729
99th percentile: 6.201424007415771
mean time: 3.3650232791900634
%s, retrying in %s seconds...
Received healthy response to inference request in 1.8083736896514893s
Received healthy response to inference request in 1.9728972911834717s
Received healthy response to inference request in 1.6065351963043213s
Received healthy response to inference request in 1.6958398818969727s
Received healthy response to inference request in 1.9226570129394531s
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5th percentile: 1.6243961334228516
10th percentile: 1.642257070541382
20th percentile: 1.6779789447784423
30th percentile: 1.718346643447876
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50th percentile: 1.8083736896514893
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70th percentile: 1.8998003482818604
80th percentile: 1.9327050685882567
90th percentile: 1.9528011798858642
95th percentile: 1.962849235534668
99th percentile: 1.970887680053711
mean time: 1.8012606143951415
Pipeline stage StressChecker completed in 28.48s
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2679.86s
Shutdown handler de-registered
chaiml-lexical-nemo-v4-1k1e5_v29 status is now inactive due to auto deactivation removed underperforming models