chaiml-ahab-v1-20250423

developer_uid: rirv938

submission_id: chaiml-ahab-v1-20250423_v1

model_name: chaiml-ahab-v1-20250423_v1

model_group: ChaiML/ahab_v1_20250423

status: torndown

timestamp: 2025-04-22T19:54:52+00:00

num_battles: 9717

num_wins: 5479

celo_rating: 1342.51

family_friendly_score: 0.5506

family_friendly_standard_error: 0.007034765667739047

submission_type: basic

model_repo: ChaiML/ahab_v1_20250423

model_architecture: MistralForCausalLM

model_num_parameters: 24096691200.0

best_of: 8

max_input_tokens: 768

max_output_tokens: 64

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.5594936176603118, 'latency_mean': 1.7872757482528687, 'latency_p50': 1.7756171226501465, 'latency_p90': 1.9950201511383057}, {'batch_size': 4, 'throughput': 1.3813206699713372, 'latency_mean': 2.8882300233840943, 'latency_p50': 2.8976681232452393, 'latency_p90': 3.208168363571167}, {'batch_size': 5, 'throughput': 1.5507216124537537, 'latency_mean': 3.204300681352615, 'latency_p50': 3.2289021015167236, 'latency_p90': 3.5539220333099366}, {'batch_size': 8, 'throughput': 1.882725523660676, 'latency_mean': 4.214119600057602, 'latency_p50': 4.2473766803741455, 'latency_p90': 4.74751386642456}, {'batch_size': 10, 'throughput': 1.997953046823926, 'latency_mean': 4.970609862804412, 'latency_p50': 4.953065991401672, 'latency_p90': 5.673341870307922}, {'batch_size': 12, 'throughput': 2.069963566741379, 'latency_mean': 5.713869355916977, 'latency_p50': 5.7552250623703, 'latency_p90': 6.477576088905335}, {'batch_size': 15, 'throughput': 2.126012971566118, 'latency_mean': 6.951184566020966, 'latency_p50': 7.000250816345215, 'latency_p90': 7.909100747108459}]

gpu_counts: {'NVIDIA A100-SXM4-80GB': 1}

display_name: chaiml-ahab-v1-20250423_v1

is_internal_developer: True

language_model: ChaiML/ahab_v1_20250423

model_size: 24B

ranking_group: single

throughput_3p7s: 1.75

us_pacific_date: 2025-04-22

win_ratio: 0.5638571575589174

generation_params: {'temperature': 0.9, 'top_p': 0.9, 'min_p': 0.0, 'top_k': 80, 'presence_penalty': 0.5, 'frequency_penalty': 0.5, 'stopping_words': ['###', 'You:', '\n', '</s>'], 'max_input_tokens': 768, 'best_of': 8, 'max_output_tokens': 64}

formatter: {'memory_template': '[INST]', 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '[/INST]{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-ahab-v1-20250423-v1-mkmlizer
Waiting for job on chaiml-ahab-v1-20250423-v1-mkmlizer to finish
chaiml-ahab-v1-20250423-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ahab-v1-20250423-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-ahab-v1-20250423-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-ahab-v1-20250423-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-ahab-v1-20250423-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-ahab-v1-20250423-v1-mkmlizer: ║       /___/                                                         ║
chaiml-ahab-v1-20250423-v1-mkmlizer: ║                                                                     ║
chaiml-ahab-v1-20250423-v1-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-ahab-v1-20250423-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-ahab-v1-20250423-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ahab-v1-20250423-v1-mkmlizer: ║                                                                     ║
chaiml-ahab-v1-20250423-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ahab-v1-20250423-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-ahab-v1-20250423-v1-mkmlizer: ║                                                                     ║
chaiml-ahab-v1-20250423-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ahab-v1-20250423-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ahab-v1-20250423-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ahab-v1-20250423-v1-mkmlizer: ║                                                                     ║
chaiml-ahab-v1-20250423-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ahab-v1-20250423-v1-mkmlizer: Downloaded to shared memory in 159.919s
chaiml-ahab-v1-20250423-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp9n9y9oe8, device:0
chaiml-ahab-v1-20250423-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-ahab-v1-20250423-v1-mkmlizer: quantized model in 64.009s
chaiml-ahab-v1-20250423-v1-mkmlizer: Processed model ChaiML/ahab_v1_20250423 in 223.928s
chaiml-ahab-v1-20250423-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ahab-v1-20250423-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ahab-v1-20250423-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ahab-v1-20250423-v1
chaiml-ahab-v1-20250423-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ahab-v1-20250423-v1/special_tokens_map.json
chaiml-ahab-v1-20250423-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ahab-v1-20250423-v1/config.json
chaiml-ahab-v1-20250423-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ahab-v1-20250423-v1/tokenizer_config.json
chaiml-ahab-v1-20250423-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ahab-v1-20250423-v1/tokenizer.json
chaiml-ahab-v1-20250423-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ahab-v1-20250423-v1/flywheel_model.1.safetensors
chaiml-ahab-v1-20250423-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ahab-v1-20250423-v1/flywheel_model.0.safetensors
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Job chaiml-ahab-v1-20250423-v1-mkmlizer completed after 258.14s with status: succeeded
Stopping job with name chaiml-ahab-v1-20250423-v1-mkmlizer
Pipeline stage MKMLizer completed in 258.91s
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-ahab-v1-20250423-v1
Waiting for inference service chaiml-ahab-v1-20250423-v1 to be ready
Failed to get response for submission chaiml-panflute-v1-rirv_23337_v1: ('http://chaiml-panflute-v1-rirv-23337-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission chaiml-panflute-v1-rirv_23337_v1: ('http://chaiml-panflute-v1-rirv-23337-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission chaiml-panflute-v1-rirv_23337_v1: ('http://chaiml-panflute-v1-rirv-23337-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Inference service chaiml-ahab-v1-20250423-v1 ready after 140.60414052009583s
Pipeline stage MKMLDeployer completed in 141.25s
run pipeline stage %s
Running pipeline stage StressChecker
Unable to record family friendly update due to error: HTTPConnectionPool(host='chaiml-nemo-guard-merged-v2-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Max retries exceeded with url: /v1/models/GPT-J-6B-lit-v2:predict (Caused by ConnectTimeoutError(<urllib3.connection.HTTPConnection object at 0x7c66b4427950>, 'Connection to chaiml-nemo-guard-merged-v2-predictor.tenant-chaiml-guanaco.k.chaiverse.com timed out. (connect timeout=12.0)'))
Received healthy response to inference request in 3.0330474376678467s
Received healthy response to inference request in 1.9500529766082764s
Received healthy response to inference request in 2.0716817378997803s
Received healthy response to inference request in 1.8955295085906982s
Received healthy response to inference request in 2.057766914367676s
5 requests
0 failed requests
5th percentile: 1.9064342021942138
10th percentile: 1.9173388957977295
20th percentile: 1.9391482830047608
30th percentile: 1.9715957641601562
40th percentile: 2.014681339263916
50th percentile: 2.057766914367676
60th percentile: 2.0633328437805174
70th percentile: 2.0688987731933595
80th percentile: 2.2639548778533936
90th percentile: 2.64850115776062
95th percentile: 2.8407742977142334
99th percentile: 2.994592809677124
mean time: 2.2016157150268554
Pipeline stage StressChecker completed in 12.25s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
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Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.64s
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Running pipeline stage TriggerMKMLProfilingPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage TriggerMKMLProfilingPipeline completed in 0.62s
Shutdown handler de-registered
chaiml-ahab-v1-20250423_v1 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 4977.61s
Shutdown handler de-registered
chaiml-ahab-v1-20250423_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-ahab-v1-20250423_v1 status is now torndown due to DeploymentManager action