developer_uid: leosheng
submission_id: alexxi19-ft-v1-nemo-base-lora_v3
model_name: alexxi19-ft-v1-nemo-base-lora_v3
model_group: alexxi19/ft-v1-nemo-base
status: torndown
timestamp: 2025-02-22T22:16:35+00:00
num_battles: 8407
num_wins: 3886
celo_rating: 1246.03
family_friendly_score: 0.5474
family_friendly_standard_error: 0.00703922211611482
submission_type: basic
model_repo: alexxi19/ft-v1-nemo-base-lora
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.6084216963898398, 'latency_mean': 1.6435001242160796, 'latency_p50': 1.6428329944610596, 'latency_p90': 1.807462501525879}, {'batch_size': 3, 'throughput': 1.1228620957856084, 'latency_mean': 2.665372357368469, 'latency_p50': 2.656805157661438, 'latency_p90': 2.9350481271743774}, {'batch_size': 5, 'throughput': 1.3597294575691719, 'latency_mean': 3.668863615989685, 'latency_p50': 3.6644402742385864, 'latency_p90': 4.0730977058410645}, {'batch_size': 6, 'throughput': 1.4156074762188346, 'latency_mean': 4.2137052595615385, 'latency_p50': 4.209081530570984, 'latency_p90': 4.79670627117157}, {'batch_size': 8, 'throughput': 1.4917975867953643, 'latency_mean': 5.320170195102691, 'latency_p50': 5.318262457847595, 'latency_p90': 5.934604549407959}, {'batch_size': 10, 'throughput': 1.5355100341556844, 'latency_mean': 6.4866236567497255, 'latency_p50': 6.509712815284729, 'latency_p90': 7.220030331611634}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: alexxi19-ft-v1-nemo-base-lora_v3
is_internal_developer: False
language_model: alexxi19/ft-v1-nemo-base-lora
model_size: 13B
ranking_group: single
throughput_3p7s: 1.37
us_pacific_date: 2025-02-22
win_ratio: 0.4622338527417628
generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 40, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': '<|im_start|>system\n{memory}<|im_end|>\n', 'prompt_template': '<|im_start|>user\n{prompt}<|im_end|>\n', 'bot_template': '<|im_start|>assistant\n{bot_name}: {message}<|im_end|>\n', 'user_template': '<|im_start|>user\n{user_name}: {message}<|im_end|>\n', 'response_template': '<|im_start|>assistant\n{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 alexxi19-ft-v1-nemo-base-lora-v3-mkmlizer
Waiting for job on alexxi19-ft-v1-nemo-base-lora-v3-mkmlizer to finish
alexxi19-ft-v1-nemo-base-lora-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
alexxi19-ft-v1-nemo-base-lora-v3-mkmlizer: ║     _____            __           __                                ║
alexxi19-ft-v1-nemo-base-lora-v3-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
alexxi19-ft-v1-nemo-base-lora-v3-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
alexxi19-ft-v1-nemo-base-lora-v3-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
alexxi19-ft-v1-nemo-base-lora-v3-mkmlizer: ║       /___/                                                         ║
alexxi19-ft-v1-nemo-base-lora-v3-mkmlizer: ║                                                                     ║
alexxi19-ft-v1-nemo-base-lora-v3-mkmlizer: ║  Version: 0.12.8                                                    ║
alexxi19-ft-v1-nemo-base-lora-v3-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
alexxi19-ft-v1-nemo-base-lora-v3-mkmlizer: ║  https://mk1.ai                                                     ║
alexxi19-ft-v1-nemo-base-lora-v3-mkmlizer: ║                                                                     ║
alexxi19-ft-v1-nemo-base-lora-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
alexxi19-ft-v1-nemo-base-lora-v3-mkmlizer: ║  belonging to:                                                      ║
alexxi19-ft-v1-nemo-base-lora-v3-mkmlizer: ║                                                                     ║
alexxi19-ft-v1-nemo-base-lora-v3-mkmlizer: ║  Chai Research Corp.                                                ║
alexxi19-ft-v1-nemo-base-lora-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
alexxi19-ft-v1-nemo-base-lora-v3-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
alexxi19-ft-v1-nemo-base-lora-v3-mkmlizer: ║                                                                     ║
alexxi19-ft-v1-nemo-base-lora-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Failed to get response for submission alexxi19-ft-v1-nemo-base-dpo_v7: HTTPConnectionPool(host='alexxi19-ft-v1-nemo-base-dpo-v7-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
alexxi19-ft-v1-nemo-base-lora-v3-mkmlizer: Downloaded to shared memory in 95.918s
alexxi19-ft-v1-nemo-base-lora-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpme658aqr, device:0
alexxi19-ft-v1-nemo-base-lora-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
alexxi19-ft-v1-nemo-base-lora-v3-mkmlizer: quantized model in 35.771s
alexxi19-ft-v1-nemo-base-lora-v3-mkmlizer: Processed model alexxi19/ft-v1-nemo-base-lora in 131.690s
alexxi19-ft-v1-nemo-base-lora-v3-mkmlizer: creating bucket guanaco-mkml-models
alexxi19-ft-v1-nemo-base-lora-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
alexxi19-ft-v1-nemo-base-lora-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/alexxi19-ft-v1-nemo-base-lora-v3
alexxi19-ft-v1-nemo-base-lora-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/alexxi19-ft-v1-nemo-base-lora-v3/config.json
alexxi19-ft-v1-nemo-base-lora-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/alexxi19-ft-v1-nemo-base-lora-v3/special_tokens_map.json
alexxi19-ft-v1-nemo-base-lora-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/alexxi19-ft-v1-nemo-base-lora-v3/tokenizer_config.json
alexxi19-ft-v1-nemo-base-lora-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/alexxi19-ft-v1-nemo-base-lora-v3/tokenizer.json
alexxi19-ft-v1-nemo-base-lora-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/alexxi19-ft-v1-nemo-base-lora-v3/flywheel_model.0.safetensors
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Job alexxi19-ft-v1-nemo-base-lora-v3-mkmlizer completed after 155.7s with status: succeeded
Stopping job with name alexxi19-ft-v1-nemo-base-lora-v3-mkmlizer
Pipeline stage MKMLizer completed in 156.20s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
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Running pipeline stage MKMLDeployer
Creating inference service alexxi19-ft-v1-nemo-base-lora-v3
Waiting for inference service alexxi19-ft-v1-nemo-base-lora-v3 to be ready
Failed to get response for submission alexxi19-ft-v1-nemo-base-dpo_v7: HTTPConnectionPool(host='alexxi19-ft-v1-nemo-base-dpo-v7-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Inference service alexxi19-ft-v1-nemo-base-lora-v3 ready after 230.83693623542786s
Pipeline stage MKMLDeployer completed in 231.34s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.571962356567383s
Received healthy response to inference request in 1.6146247386932373s
Received healthy response to inference request in 1.541717529296875s
Received healthy response to inference request in 1.5168416500091553s
Received healthy response to inference request in 1.4570224285125732s
5 requests
0 failed requests
5th percentile: 1.4689862728118896
10th percentile: 1.480950117111206
20th percentile: 1.5048778057098389
30th percentile: 1.5218168258666993
40th percentile: 1.5317671775817872
50th percentile: 1.541717529296875
60th percentile: 1.57088041305542
70th percentile: 1.6000432968139648
80th percentile: 1.8060922622680666
90th percentile: 2.1890273094177246
95th percentile: 2.3804948329925537
99th percentile: 2.533668851852417
mean time: 1.7404337406158448
Pipeline stage StressChecker completed in 10.17s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.81s
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Running pipeline stage TriggerMKMLProfilingPipeline
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.72s
Shutdown handler de-registered
alexxi19-ft-v1-nemo-base-lora_v3 status is now deployed due to DeploymentManager action
Shutdown handler registered
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Running pipeline stage MKMLProfilerDeleter
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Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.09s
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Running pipeline stage MKMLProfilerDeployer
Creating inference service alexxi19-ft-v1-nemo-base-lora-v3-profiler
Waiting for inference service alexxi19-ft-v1-nemo-base-lora-v3-profiler to be ready
Shutdown handler registered
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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 4188.39s
Shutdown handler de-registered
alexxi19-ft-v1-nemo-base-lora_v3 status is now inactive due to auto deactivation removed underperforming models
alexxi19-ft-v1-nemo-base-lora_v3 status is now torndown due to DeploymentManager action