developer_uid: azuruce
submission_id: chaiml-mistral-nemo-dpo-_8173_v2
model_name: chaiml-mistral-nemo-dpo-_8173_v2
model_group: ChaiML/mistral_nemo_dpo_
status: inactive
timestamp: 2024-12-15T21:56:44+00:00
num_battles: 16237
num_wins: 7947
celo_rating: 1253.96
family_friendly_score: 0.5764
family_friendly_standard_error: 0.006988033199692171
submission_type: basic
model_repo: ChaiML/mistral_nemo_dpo_baseline_albert_20241213_v1-checkpoint-1872
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 4
max_input_tokens: 1024
max_output_tokens: 64
latencies: [{'batch_size': 1, 'throughput': 0.632537772300216, 'latency_mean': 1.5808415877819062, 'latency_p50': 1.5837339162826538, 'latency_p90': 1.7383816242218018}, {'batch_size': 3, 'throughput': 1.2659407558883604, 'latency_mean': 2.3632130885124205, 'latency_p50': 2.365594983100891, 'latency_p90': 2.619019603729248}, {'batch_size': 5, 'throughput': 1.5859877452719693, 'latency_mean': 3.131033136844635, 'latency_p50': 3.1227163076400757, 'latency_p90': 3.5426120519638062}, {'batch_size': 6, 'throughput': 1.713578791409778, 'latency_mean': 3.478772361278534, 'latency_p50': 3.482375144958496, 'latency_p90': 3.898404264450073}, {'batch_size': 8, 'throughput': 1.866649575199218, 'latency_mean': 4.259525961875916, 'latency_p50': 4.2670310735702515, 'latency_p90': 4.8031498193740845}, {'batch_size': 10, 'throughput': 1.9405269830197782, 'latency_mean': 5.1130607795715335, 'latency_p50': 5.124409198760986, 'latency_p90': 5.859056162834167}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: chaiml-mistral-nemo-dpo-_8173_v2
is_internal_developer: True
language_model: ChaiML/mistral_nemo_dpo_baseline_albert_20241213_v1-checkpoint-1872
model_size: 13B
ranking_group: single
throughput_3p7s: 1.77
us_pacific_date: 2024-12-15
win_ratio: 0.4894377040093613
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-8173-v2-mkmlizer
Waiting for job on chaiml-mistral-nemo-dpo-8173-v2-mkmlizer to finish
chaiml-mistral-nemo-dpo-8173-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mistral-nemo-dpo-8173-v2-mkmlizer: ║     _____            __           __                                ║
chaiml-mistral-nemo-dpo-8173-v2-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-mistral-nemo-dpo-8173-v2-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-mistral-nemo-dpo-8173-v2-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-mistral-nemo-dpo-8173-v2-mkmlizer: ║       /___/                                                         ║
chaiml-mistral-nemo-dpo-8173-v2-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-8173-v2-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-mistral-nemo-dpo-8173-v2-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-mistral-nemo-dpo-8173-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mistral-nemo-dpo-8173-v2-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-8173-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mistral-nemo-dpo-8173-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mistral-nemo-dpo-8173-v2-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-8173-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mistral-nemo-dpo-8173-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mistral-nemo-dpo-8173-v2-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
chaiml-mistral-nemo-dpo-8173-v2-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-8173-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mistral-nemo-dpo-8173-v2-mkmlizer: Downloaded to shared memory in 35.080s
chaiml-mistral-nemo-dpo-8173-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpzag7hhl3, device:0
chaiml-mistral-nemo-dpo-8173-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mistral-nemo-dpo-8173-v2-mkmlizer: quantized model in 35.883s
chaiml-mistral-nemo-dpo-8173-v2-mkmlizer: Processed model ChaiML/mistral_nemo_dpo_baseline_albert_20241213_v1-checkpoint-1872 in 70.963s
chaiml-mistral-nemo-dpo-8173-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mistral-nemo-dpo-8173-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mistral-nemo-dpo-8173-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-8173-v2
chaiml-mistral-nemo-dpo-8173-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-8173-v2/config.json
chaiml-mistral-nemo-dpo-8173-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-8173-v2/special_tokens_map.json
chaiml-mistral-nemo-dpo-8173-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-8173-v2/tokenizer_config.json
chaiml-mistral-nemo-dpo-8173-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-8173-v2/tokenizer.json
chaiml-mistral-nemo-dpo-8173-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-8173-v2/flywheel_model.0.safetensors
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Job chaiml-mistral-nemo-dpo-8173-v2-mkmlizer completed after 95.55s with status: succeeded
Stopping job with name chaiml-mistral-nemo-dpo-8173-v2-mkmlizer
Pipeline stage MKMLizer completed in 96.09s
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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-8173-v2
Waiting for inference service chaiml-mistral-nemo-dpo-8173-v2 to be ready
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Inference service chaiml-mistral-nemo-dpo-8173-v2 ready after 210.84557223320007s
Pipeline stage MKMLDeployer completed in 211.39s
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Running pipeline stage StressChecker
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Received healthy response to inference request in 1.123952865600586s
Received healthy response to inference request in 0.7817580699920654s
Received healthy response to inference request in 1.4131700992584229s
Received healthy response to inference request in 2.3921873569488525s
Received healthy response to inference request in 1.7490558624267578s
5 requests
0 failed requests
5th percentile: 0.8501970291137695
10th percentile: 0.9186359882354737
20th percentile: 1.0555139064788819
30th percentile: 1.1817963123321533
40th percentile: 1.297483205795288
50th percentile: 1.4131700992584229
60th percentile: 1.5475244045257568
70th percentile: 1.6818787097930907
80th percentile: 1.877682161331177
90th percentile: 2.1349347591400147
95th percentile: 2.2635610580444334
99th percentile: 2.3664620971679686
mean time: 1.4920248508453369
Pipeline stage StressChecker completed in 8.81s
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Pipeline stage TriggerMKMLProfilingPipeline completed in 2.55s
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chaiml-mistral-nemo-dpo-_8173_v2 status is now deployed due to DeploymentManager action
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2614.00s
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chaiml-mistral-nemo-dpo-_8173_v2 status is now inactive due to auto deactivation removed underperforming models