developer_uid: cloudyu
submission_id: cloudyu-chaiml-nemo-dpo-v6_v3
model_name: cloudyu-chaiml-nemo-dpo-v6_v3
model_group: cloudyu/ChaiML-Nemo-DPO-
status: inactive
timestamp: 2024-11-24T10:49:13+00:00
num_battles: 16446
num_wins: 8435
celo_rating: 1268.6
family_friendly_score: 0.5571999999999999
family_friendly_standard_error: 0.007024644617345421
submission_type: basic
model_repo: cloudyu/ChaiML-Nemo-DPO-V6
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
latencies: [{'batch_size': 1, 'throughput': 0.6303382650799572, 'latency_mean': 1.5863821363449098, 'latency_p50': 1.5849605798721313, 'latency_p90': 1.760523748397827}, {'batch_size': 3, 'throughput': 1.1597867030878555, 'latency_mean': 2.58078697681427, 'latency_p50': 2.571657180786133, 'latency_p90': 2.819260573387146}, {'batch_size': 5, 'throughput': 1.40414514144007, 'latency_mean': 3.545513445138931, 'latency_p50': 3.5283819437026978, 'latency_p90': 3.952153444290161}, {'batch_size': 6, 'throughput': 1.4847520546701165, 'latency_mean': 4.004582031965255, 'latency_p50': 4.03026270866394, 'latency_p90': 4.518423271179199}, {'batch_size': 8, 'throughput': 1.5492762812065008, 'latency_mean': 5.131668562889099, 'latency_p50': 5.137608051300049, 'latency_p90': 5.820417666435242}, {'batch_size': 10, 'throughput': 1.5808516640540657, 'latency_mean': 6.278844283819199, 'latency_p50': 6.3307483196258545, 'latency_p90': 7.0645431756973265}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: cloudyu-chaiml-nemo-dpo-v6_v3
is_internal_developer: False
language_model: cloudyu/ChaiML-Nemo-DPO-V6
model_size: 13B
ranking_group: single
throughput_3p7s: 1.44
us_pacific_date: 2024-11-24
win_ratio: 0.5128906725039524
generation_params: {'temperature': 0.95, 'top_p': 0.95, 'min_p': 0.05, 'top_k': 80, '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': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '{prompt}\n<START>\n', '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 cloudyu-chaiml-nemo-dpo-v6-v3-mkmlizer
Waiting for job on cloudyu-chaiml-nemo-dpo-v6-v3-mkmlizer to finish
cloudyu-chaiml-nemo-dpo-v6-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cloudyu-chaiml-nemo-dpo-v6-v3-mkmlizer: ║     _____            __           __                                ║
cloudyu-chaiml-nemo-dpo-v6-v3-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
cloudyu-chaiml-nemo-dpo-v6-v3-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
cloudyu-chaiml-nemo-dpo-v6-v3-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
cloudyu-chaiml-nemo-dpo-v6-v3-mkmlizer: ║       /___/                                                         ║
cloudyu-chaiml-nemo-dpo-v6-v3-mkmlizer: ║                                                                     ║
cloudyu-chaiml-nemo-dpo-v6-v3-mkmlizer: ║  Version: 0.11.12                                                   ║
cloudyu-chaiml-nemo-dpo-v6-v3-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
cloudyu-chaiml-nemo-dpo-v6-v3-mkmlizer: ║  https://mk1.ai                                                     ║
cloudyu-chaiml-nemo-dpo-v6-v3-mkmlizer: ║                                                                     ║
cloudyu-chaiml-nemo-dpo-v6-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
cloudyu-chaiml-nemo-dpo-v6-v3-mkmlizer: ║  belonging to:                                                      ║
cloudyu-chaiml-nemo-dpo-v6-v3-mkmlizer: ║                                                                     ║
cloudyu-chaiml-nemo-dpo-v6-v3-mkmlizer: ║  Chai Research Corp.                                                ║
cloudyu-chaiml-nemo-dpo-v6-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
cloudyu-chaiml-nemo-dpo-v6-v3-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
cloudyu-chaiml-nemo-dpo-v6-v3-mkmlizer: ║                                                                     ║
cloudyu-chaiml-nemo-dpo-v6-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
cloudyu-chaiml-nemo-dpo-v6-v3-mkmlizer: Downloaded to shared memory in 31.174s
cloudyu-chaiml-nemo-dpo-v6-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpj_hgft0k, device:0
cloudyu-chaiml-nemo-dpo-v6-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
cloudyu-chaiml-nemo-dpo-v6-v3-mkmlizer: quantized model in 35.788s
cloudyu-chaiml-nemo-dpo-v6-v3-mkmlizer: Processed model cloudyu/ChaiML-Nemo-DPO-V6 in 66.962s
cloudyu-chaiml-nemo-dpo-v6-v3-mkmlizer: creating bucket guanaco-mkml-models
cloudyu-chaiml-nemo-dpo-v6-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cloudyu-chaiml-nemo-dpo-v6-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v6-v3
cloudyu-chaiml-nemo-dpo-v6-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v6-v3/special_tokens_map.json
cloudyu-chaiml-nemo-dpo-v6-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v6-v3/config.json
cloudyu-chaiml-nemo-dpo-v6-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v6-v3/tokenizer_config.json
cloudyu-chaiml-nemo-dpo-v6-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v6-v3/tokenizer.json
cloudyu-chaiml-nemo-dpo-v6-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v6-v3/flywheel_model.0.safetensors
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Job cloudyu-chaiml-nemo-dpo-v6-v3-mkmlizer completed after 93.91s with status: succeeded
Stopping job with name cloudyu-chaiml-nemo-dpo-v6-v3-mkmlizer
Pipeline stage MKMLizer completed in 94.41s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
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Running pipeline stage MKMLDeployer
Creating inference service cloudyu-chaiml-nemo-dpo-v6-v3
Waiting for inference service cloudyu-chaiml-nemo-dpo-v6-v3 to be ready
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Inference service cloudyu-chaiml-nemo-dpo-v6-v3 ready after 120.42199039459229s
Pipeline stage MKMLDeployer completed in 120.92s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.2386996746063232s
Received healthy response to inference request in 1.877600908279419s
Received healthy response to inference request in 1.8649885654449463s
Received healthy response to inference request in 1.8035321235656738s
Received healthy response to inference request in 1.880845546722412s
5 requests
0 failed requests
5th percentile: 1.8158234119415284
10th percentile: 1.8281147003173828
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40th percentile: 1.8725559711456299
50th percentile: 1.877600908279419
60th percentile: 1.8788987636566161
70th percentile: 1.8801966190338135
80th percentile: 1.9524163722991945
90th percentile: 2.095558023452759
95th percentile: 2.167128849029541
99th percentile: 2.2243855094909666
mean time: 1.9331333637237549
Pipeline stage StressChecker completed in 11.22s
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cloudyu-chaiml-nemo-dpo-v6_v3 status is now inactive due to auto deactivation removed underperforming models