developer_uid: azuruce
submission_id: chaiml-mistral-nemo-dpo-_2408_v1
model_name: chaiml-mistral-nemo-dpo-_2408_v1
model_group: ChaiML/mistral_nemo_dpo_
status: inactive
timestamp: 2024-12-19T16:08:25+00:00
num_battles: 14383
num_wins: 7258
celo_rating: 1266.35
family_friendly_score: 0.5774
family_friendly_standard_error: 0.006985831947592212
submission_type: basic
model_repo: ChaiML/mistral_nemo_dpo_241217_albert_v1-checkpoint-6240
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 4
max_input_tokens: 1024
max_output_tokens: 64
latencies: [{'batch_size': 1, 'throughput': 0.629624991431476, 'latency_mean': 1.5881536757946015, 'latency_p50': 1.5849003791809082, 'latency_p90': 1.7420870780944824}, {'batch_size': 3, 'throughput': 1.2534258533241287, 'latency_mean': 2.3887447822093963, 'latency_p50': 2.3782153129577637, 'latency_p90': 2.656373143196106}, {'batch_size': 5, 'throughput': 1.593034923572292, 'latency_mean': 3.122673468589783, 'latency_p50': 3.145340323448181, 'latency_p90': 3.496090316772461}, {'batch_size': 6, 'throughput': 1.686863543478976, 'latency_mean': 3.5226327311992645, 'latency_p50': 3.52296245098114, 'latency_p90': 3.926481246948242}, {'batch_size': 8, 'throughput': 1.865194450371638, 'latency_mean': 4.2515016007423405, 'latency_p50': 4.232184171676636, 'latency_p90': 4.809960293769836}, {'batch_size': 10, 'throughput': 1.9224844274234654, 'latency_mean': 5.158397780656815, 'latency_p50': 5.156628251075745, 'latency_p90': 5.8973078489303585}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: chaiml-mistral-nemo-dpo-_2408_v1
is_internal_developer: True
language_model: ChaiML/mistral_nemo_dpo_241217_albert_v1-checkpoint-6240
model_size: 13B
ranking_group: single
throughput_3p7s: 1.75
us_pacific_date: 2024-12-19
win_ratio: 0.5046235138705416
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-2408-v1-mkmlizer
Waiting for job on chaiml-mistral-nemo-dpo-2408-v1-mkmlizer to finish
chaiml-mistral-nemo-dpo-2408-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mistral-nemo-dpo-2408-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-mistral-nemo-dpo-2408-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-mistral-nemo-dpo-2408-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-mistral-nemo-dpo-2408-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-mistral-nemo-dpo-2408-v1-mkmlizer: ║       /___/                                                         ║
chaiml-mistral-nemo-dpo-2408-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-2408-v1-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-mistral-nemo-dpo-2408-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-mistral-nemo-dpo-2408-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mistral-nemo-dpo-2408-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-2408-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mistral-nemo-dpo-2408-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mistral-nemo-dpo-2408-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-2408-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mistral-nemo-dpo-2408-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mistral-nemo-dpo-2408-v1-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
chaiml-mistral-nemo-dpo-2408-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-2408-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
chaiml-mistral-nemo-dpo-2408-v1-mkmlizer: Downloaded to shared memory in 52.634s
chaiml-mistral-nemo-dpo-2408-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmphyev_k8r, device:0
chaiml-mistral-nemo-dpo-2408-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mistral-nemo-dpo-2408-v1-mkmlizer: quantized model in 36.809s
chaiml-mistral-nemo-dpo-2408-v1-mkmlizer: Processed model ChaiML/mistral_nemo_dpo_241217_albert_v1-checkpoint-6240 in 89.444s
chaiml-mistral-nemo-dpo-2408-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mistral-nemo-dpo-2408-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mistral-nemo-dpo-2408-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-2408-v1
chaiml-mistral-nemo-dpo-2408-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-2408-v1/config.json
chaiml-mistral-nemo-dpo-2408-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-2408-v1/special_tokens_map.json
chaiml-mistral-nemo-dpo-2408-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-2408-v1/tokenizer_config.json
chaiml-mistral-nemo-dpo-2408-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-2408-v1/tokenizer.json
chaiml-mistral-nemo-dpo-2408-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-2408-v1/flywheel_model.0.safetensors
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Job chaiml-mistral-nemo-dpo-2408-v1-mkmlizer completed after 115.19s with status: succeeded
Stopping job with name chaiml-mistral-nemo-dpo-2408-v1-mkmlizer
Pipeline stage MKMLizer completed in 115.67s
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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 chaiml-mistral-nemo-dpo-2408-v1
Waiting for inference service chaiml-mistral-nemo-dpo-2408-v1 to be ready
Inference service chaiml-mistral-nemo-dpo-2408-v1 ready after 251.1221146583557s
Pipeline stage MKMLDeployer completed in 251.68s
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Running pipeline stage StressChecker
Received healthy response to inference request in 1.8607151508331299s
Received healthy response to inference request in 1.6435027122497559s
Received healthy response to inference request in 0.916670560836792s
Received healthy response to inference request in 1.5477170944213867s
Received healthy response to inference request in 1.114677906036377s
5 requests
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5th percentile: 0.956272029876709
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50th percentile: 1.5477170944213867
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70th percentile: 1.624345588684082
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90th percentile: 1.7738301753997803
95th percentile: 1.817272663116455
99th percentile: 1.8520266532897949
mean time: 1.4166566848754882
Pipeline stage StressChecker completed in 8.34s
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2992.96s
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chaiml-mistral-nemo-dpo-_2408_v1 status is now inactive due to auto deactivation removed underperforming models