developer_uid: azuruce
submission_id: chaiml-mistral-nemo-dpo-_2907_v1
model_name: chaiml-mistral-nemo-dpo-_2907_v1
model_group: ChaiML/mistral_nemo_dpo_
status: torndown
timestamp: 2024-12-21T19:29:20+00:00
num_battles: 23622
num_wins: 11055
celo_rating: 1235.73
family_friendly_score: 0.597
family_friendly_standard_error: 0.006936728335461898
submission_type: basic
model_repo: ChaiML/mistral_nemo_dpo_round2_albert_20241220_v3-checkpoint-276
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 4
max_input_tokens: 1024
max_output_tokens: 64
latencies: [{'batch_size': 1, 'throughput': 0.6345158014846677, 'latency_mean': 1.5759105265140534, 'latency_p50': 1.5664986371994019, 'latency_p90': 1.7252947092056274}, {'batch_size': 3, 'throughput': 1.2706800053938487, 'latency_mean': 2.3561595940589903, 'latency_p50': 2.339320421218872, 'latency_p90': 2.6133756160736086}, {'batch_size': 5, 'throughput': 1.595648214986912, 'latency_mean': 3.1207253766059875, 'latency_p50': 3.113191843032837, 'latency_p90': 3.54870924949646}, {'batch_size': 6, 'throughput': 1.7042330653982023, 'latency_mean': 3.5081293296813967, 'latency_p50': 3.4841198921203613, 'latency_p90': 3.9320656299591064}, {'batch_size': 8, 'throughput': 1.858626200875642, 'latency_mean': 4.26745988368988, 'latency_p50': 4.27812659740448, 'latency_p90': 4.835148930549622}, {'batch_size': 10, 'throughput': 1.9412301655420479, 'latency_mean': 5.096391146183014, 'latency_p50': 5.103036284446716, 'latency_p90': 5.7657105922698975}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: chaiml-mistral-nemo-dpo-_2907_v1
is_internal_developer: True
language_model: ChaiML/mistral_nemo_dpo_round2_albert_20241220_v3-checkpoint-276
model_size: 13B
ranking_group: single
throughput_3p7s: 1.76
us_pacific_date: 2024-12-21
win_ratio: 0.467995935991872
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': 4, '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-mistral-nemo-dpo-2907-v1-mkmlizer
Waiting for job on chaiml-mistral-nemo-dpo-2907-v1-mkmlizer to finish
chaiml-mistral-nemo-dpo-2907-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mistral-nemo-dpo-2907-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-mistral-nemo-dpo-2907-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-mistral-nemo-dpo-2907-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-mistral-nemo-dpo-2907-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-mistral-nemo-dpo-2907-v1-mkmlizer: ║       /___/                                                         ║
chaiml-mistral-nemo-dpo-2907-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-2907-v1-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-mistral-nemo-dpo-2907-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-mistral-nemo-dpo-2907-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mistral-nemo-dpo-2907-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-2907-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mistral-nemo-dpo-2907-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mistral-nemo-dpo-2907-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-2907-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mistral-nemo-dpo-2907-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mistral-nemo-dpo-2907-v1-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
chaiml-mistral-nemo-dpo-2907-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-2907-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mistral-nemo-dpo-2907-v1-mkmlizer: Downloaded to shared memory in 53.142s
chaiml-mistral-nemo-dpo-2907-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpj5bcv0ud, device:0
chaiml-mistral-nemo-dpo-2907-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mistral-nemo-dpo-2907-v1-mkmlizer: quantized model in 37.182s
chaiml-mistral-nemo-dpo-2907-v1-mkmlizer: Processed model ChaiML/mistral_nemo_dpo_round2_albert_20241220_v3-checkpoint-276 in 90.324s
chaiml-mistral-nemo-dpo-2907-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mistral-nemo-dpo-2907-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mistral-nemo-dpo-2907-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-2907-v1
chaiml-mistral-nemo-dpo-2907-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-2907-v1/config.json
chaiml-mistral-nemo-dpo-2907-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-2907-v1/special_tokens_map.json
chaiml-mistral-nemo-dpo-2907-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-2907-v1/tokenizer_config.json
chaiml-mistral-nemo-dpo-2907-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-2907-v1/tokenizer.json
chaiml-mistral-nemo-dpo-2907-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-2907-v1/flywheel_model.0.safetensors
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Job chaiml-mistral-nemo-dpo-2907-v1-mkmlizer completed after 114.53s with status: succeeded
Stopping job with name chaiml-mistral-nemo-dpo-2907-v1-mkmlizer
Pipeline stage MKMLizer completed in 115.01s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-mistral-nemo-dpo-2907-v1
Waiting for inference service chaiml-mistral-nemo-dpo-2907-v1 to be ready
Failed to get response for submission rirv938-testing-model-2800-2_v1: ('http://rirv938-testing-model-2800-2-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'request timeout')
Failed to get response for submission rirv938-testing-model-2800-2_v1: ('http://rirv938-testing-model-2800-2-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'request timeout')
Failed to get response for submission rirv938-testing-model-2800-2_v1: ('http://rirv938-testing-model-2800-2-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'request timeout')
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Failed to get response for submission rirv938-testing-model-2800-2_v1: ('http://rirv938-testing-model-2800-2-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'request timeout')
Inference service chaiml-mistral-nemo-dpo-2907-v1 ready after 261.0285358428955s
Pipeline stage MKMLDeployer completed in 261.52s
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Running pipeline stage StressChecker
Received healthy response to inference request in 1.0887870788574219s
Received healthy response to inference request in 1.4661672115325928s
Received healthy response to inference request in 0.6118738651275635s
Received healthy response to inference request in 1.3523750305175781s
Received healthy response to inference request in 0.7876608371734619s
5 requests
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5th percentile: 0.6470312595367431
10th percentile: 0.6821886539459229
20th percentile: 0.7525034427642823
30th percentile: 0.8478860855102539
40th percentile: 0.9683365821838379
50th percentile: 1.0887870788574219
60th percentile: 1.1942222595214844
70th percentile: 1.2996574401855467
80th percentile: 1.375133466720581
90th percentile: 1.420650339126587
95th percentile: 1.4434087753295899
99th percentile: 1.4616155242919922
mean time: 1.0613728046417237
Pipeline stage StressChecker completed in 6.87s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.62s
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chaiml-mistral-nemo-dpo-_2907_v1 status is now deployed due to DeploymentManager action
Shutdown handler registered
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2584.65s
Shutdown handler de-registered
chaiml-mistral-nemo-dpo-_2907_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mistral-nemo-dpo-_2907_v1 status is now torndown due to DeploymentManager action
chaiml-mistral-nemo-dpo-_2907_v1 status is now torndown due to DeploymentManager action
chaiml-mistral-nemo-dpo-_2907_v1 status is now torndown due to DeploymentManager action
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