developer_uid: azuruce
submission_id: suayptalha-lamarckverge_50855_v2
model_name: nis-best-config
model_group: suayptalha/Lamarckvergen
status: torndown
timestamp: 2025-04-11T20:38:09+00:00
num_battles: 5528
num_wins: 2501
celo_rating: 1236.63
family_friendly_score: 0.6454
family_friendly_standard_error: 0.00676548357473433
submission_type: basic
model_repo: suayptalha/Lamarckvergence-14B
model_architecture: Qwen2ForCausalLM
model_num_parameters: 14765603840.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.4706496227039321, 'latency_mean': 2.1246572124958036, 'latency_p50': 2.1304785013198853, 'latency_p90': 2.3143427848815916}, {'batch_size': 3, 'throughput': 0.8731657781299615, 'latency_mean': 3.4264740097522735, 'latency_p50': 3.4122891426086426, 'latency_p90': 3.766795253753662}, {'batch_size': 5, 'throughput': 1.0593184169758985, 'latency_mean': 4.689194023609161, 'latency_p50': 4.706143021583557, 'latency_p90': 5.227896690368652}, {'batch_size': 6, 'throughput': 1.1183869044540418, 'latency_mean': 5.332984229326248, 'latency_p50': 5.346655368804932, 'latency_p90': 6.024730396270752}, {'batch_size': 10, 'throughput': 1.197147398809156, 'latency_mean': 8.292193990945815, 'latency_p50': 8.279331088066101, 'latency_p90': 9.35303373336792}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: nis-best-config
is_internal_developer: False
language_model: suayptalha/Lamarckvergence-14B
model_size: 15B
ranking_group: single
throughput_3p7s: 0.93
us_pacific_date: 2025-04-11
win_ratio: 0.45242402315484803
generation_params: {'temperature': 0.45, 'top_p': 0.9, 'min_p': 0.05, 'top_k': 40, 'presence_penalty': 0.4, 'frequency_penalty': 0.4, 'stopping_words': ['<|im_end|>', '\n'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': '<|system|>{memory}\n', 'prompt_template': '', 'bot_template': '<|im_start|>assistant\n{message}<|im_end|>\n', 'user_template': '<|im_start|>user\nYou:{message}<|im_end|>\n', 'response_template': '<|im_start|>assistant\n', '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 suayptalha-lamarckverge-50855-v2-mkmlizer
Waiting for job on suayptalha-lamarckverge-50855-v2-mkmlizer to finish
suayptalha-lamarckverge-50855-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
suayptalha-lamarckverge-50855-v2-mkmlizer: ║ _____ __ __ ║
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suayptalha-lamarckverge-50855-v2-mkmlizer: ║ /___/ ║
suayptalha-lamarckverge-50855-v2-mkmlizer: ║ ║
suayptalha-lamarckverge-50855-v2-mkmlizer: ║ Version: 0.12.8 ║
suayptalha-lamarckverge-50855-v2-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
suayptalha-lamarckverge-50855-v2-mkmlizer: ║ https://mk1.ai ║
suayptalha-lamarckverge-50855-v2-mkmlizer: ║ ║
suayptalha-lamarckverge-50855-v2-mkmlizer: ║ The license key for the current software has been verified as ║
suayptalha-lamarckverge-50855-v2-mkmlizer: ║ belonging to: ║
suayptalha-lamarckverge-50855-v2-mkmlizer: ║ ║
suayptalha-lamarckverge-50855-v2-mkmlizer: ║ Chai Research Corp. ║
suayptalha-lamarckverge-50855-v2-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
suayptalha-lamarckverge-50855-v2-mkmlizer: ║ Expiration: 2025-04-15 23:59:59 ║
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suayptalha-lamarckverge-50855-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Failed to get response for submission jellywibble-tyler-james_92283_v1: HTTPConnectionPool(host='jellywibble-tyler-james-92283-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
suayptalha-lamarckverge-50855-v2-mkmlizer: Downloaded to shared memory in 45.741s
suayptalha-lamarckverge-50855-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpuanbmwkc, device:0
suayptalha-lamarckverge-50855-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
suayptalha-lamarckverge-50855-v2-mkmlizer: quantized model in 36.002s
suayptalha-lamarckverge-50855-v2-mkmlizer: Processed model suayptalha/Lamarckvergence-14B in 81.744s
suayptalha-lamarckverge-50855-v2-mkmlizer: creating bucket guanaco-mkml-models
suayptalha-lamarckverge-50855-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
suayptalha-lamarckverge-50855-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/suayptalha-lamarckverge-50855-v2
suayptalha-lamarckverge-50855-v2-mkmlizer: cp /dev/shm/model_cache/added_tokens.json s3://guanaco-mkml-models/suayptalha-lamarckverge-50855-v2/added_tokens.json
suayptalha-lamarckverge-50855-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/suayptalha-lamarckverge-50855-v2/config.json
suayptalha-lamarckverge-50855-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/suayptalha-lamarckverge-50855-v2/tokenizer_config.json
suayptalha-lamarckverge-50855-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/suayptalha-lamarckverge-50855-v2/special_tokens_map.json
suayptalha-lamarckverge-50855-v2-mkmlizer: cp /dev/shm/model_cache/merges.txt s3://guanaco-mkml-models/suayptalha-lamarckverge-50855-v2/merges.txt
suayptalha-lamarckverge-50855-v2-mkmlizer: cp /dev/shm/model_cache/vocab.json s3://guanaco-mkml-models/suayptalha-lamarckverge-50855-v2/vocab.json
suayptalha-lamarckverge-50855-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/suayptalha-lamarckverge-50855-v2/tokenizer.json
suayptalha-lamarckverge-50855-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/suayptalha-lamarckverge-50855-v2/flywheel_model.1.safetensors
suayptalha-lamarckverge-50855-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/suayptalha-lamarckverge-50855-v2/flywheel_model.0.safetensors
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Job suayptalha-lamarckverge-50855-v2-mkmlizer completed after 115.57s with status: succeeded
Stopping job with name suayptalha-lamarckverge-50855-v2-mkmlizer
Pipeline stage MKMLizer completed in 116.05s
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Creating inference service suayptalha-lamarckverge-50855-v2
Waiting for inference service suayptalha-lamarckverge-50855-v2 to be ready
Inference service suayptalha-lamarckverge-50855-v2 ready after 120.41526818275452s
Pipeline stage MKMLDeployer completed in 120.97s
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HTTPConnectionPool(host='guanaco-submitter.guanaco-backend.k2.chaiverse.com', port=80): Read timed out. (read timeout=20)
Received unhealthy response to inference request!
Received healthy response to inference request in 2.3793253898620605s
Received healthy response to inference request in 1.8455934524536133s
Received healthy response to inference request in 1.1290922164916992s
Received healthy response to inference request in 2.1057260036468506s
5 requests
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5th percentile: 1.272392463684082
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99th percentile: 19.426529216766358
mean time: 5.5193132877349855
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Received healthy response to inference request in 1.6762490272521973s
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Received healthy response to inference request in 1.7812199592590332s
Received healthy response to inference request in 2.0279016494750977s
Received healthy response to inference request in 1.9327378273010254s
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5th percentile: 1.6972432136535645
10th percentile: 1.7182374000549316
20th percentile: 1.760225772857666
30th percentile: 1.8115235328674317
40th percentile: 1.8721306800842286
50th percentile: 1.9327378273010254
60th percentile: 1.9478164672851563
70th percentile: 1.962895107269287
80th percentile: 1.9819278717041016
90th percentile: 2.0049147605895996
95th percentile: 2.0164082050323486
99th percentile: 2.0256029605865478
mean time: 1.8777085781097411
Pipeline stage StressChecker completed in 39.68s
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Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2653.89s
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suayptalha-lamarckverge_50855_v2 status is now inactive due to auto deactivation removed underperforming models
suayptalha-lamarckverge_50855_v2 status is now torndown due to DeploymentManager action