submission_id: chaiml-albert-dpo-0912-v_1751_v2
developer_uid: chai_backend_admin
alignment_samples: 11585
alignment_score: 2.2527416134764473
best_of: 8
celo_rating: 1245.24
display_name: edit_original
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}
generation_params: {'temperature': 0.9, 'top_p': 1.0, 'min_p': 0.05, 'top_k': 80, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n', '</s>', '###', 'Bot:', 'User:', 'You:', '<|im_end|>'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}
gpu_counts: {'NVIDIA RTX A5000': 1}
is_internal_developer: True
language_model: ChaiML/albert_dpo_0912_virgo_edit_original
latencies: [{'batch_size': 1, 'throughput': 0.6204986072213936, 'latency_mean': 1.6115483915805817, 'latency_p50': 1.598059892654419, 'latency_p90': 1.7842639446258546}, {'batch_size': 3, 'throughput': 1.0944872344787246, 'latency_mean': 2.7325364816188813, 'latency_p50': 2.725962281227112, 'latency_p90': 3.1109415769577025}, {'batch_size': 5, 'throughput': 1.2470490410479864, 'latency_mean': 3.990477421283722, 'latency_p50': 3.9679834842681885, 'latency_p90': 4.525296640396118}, {'batch_size': 6, 'throughput': 1.265568771591853, 'latency_mean': 4.72059501171112, 'latency_p50': 4.722688674926758, 'latency_p90': 5.296051049232483}, {'batch_size': 8, 'throughput': 1.2514180665869183, 'latency_mean': 6.350866138935089, 'latency_p50': 6.347362160682678, 'latency_p90': 7.17193968296051}, {'batch_size': 10, 'throughput': 1.2200790891378699, 'latency_mean': 8.145302269458771, 'latency_p50': 8.241879224777222, 'latency_p90': 9.291889953613282}]
max_input_tokens: 1024
max_output_tokens: 64
model_architecture: MistralForCausalLM
model_group: ChaiML/albert_dpo_0912_v
model_name: edit_original
model_num_parameters: 12772070400.0
model_repo: ChaiML/albert_dpo_0912_virgo_edit_original
model_size: 13B
num_battles: 11585
num_wins: 5779
propriety_score: 0.7552182163187856
propriety_total_count: 1054.0
ranking_group: single
status: inactive
submission_type: basic
throughput_3p7s: 1.23
timestamp: 2024-09-13T20:36:25+00:00
us_pacific_date: 2024-09-13
win_ratio: 0.4988347000431593
Download Preference Data
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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-albert-dpo-0912-v-1751-v2-mkmlizer
Waiting for job on chaiml-albert-dpo-0912-v-1751-v2-mkmlizer to finish
chaiml-albert-dpo-0912-v-1751-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-albert-dpo-0912-v-1751-v2-mkmlizer: ║     _____            __           __                                ║
chaiml-albert-dpo-0912-v-1751-v2-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-albert-dpo-0912-v-1751-v2-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-albert-dpo-0912-v-1751-v2-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-albert-dpo-0912-v-1751-v2-mkmlizer: ║       /___/                                                         ║
chaiml-albert-dpo-0912-v-1751-v2-mkmlizer: ║                                                                     ║
chaiml-albert-dpo-0912-v-1751-v2-mkmlizer: ║  Version: 0.10.1                                                    ║
chaiml-albert-dpo-0912-v-1751-v2-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-albert-dpo-0912-v-1751-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-albert-dpo-0912-v-1751-v2-mkmlizer: ║                                                                     ║
chaiml-albert-dpo-0912-v-1751-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-albert-dpo-0912-v-1751-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-albert-dpo-0912-v-1751-v2-mkmlizer: ║                                                                     ║
chaiml-albert-dpo-0912-v-1751-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-albert-dpo-0912-v-1751-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-albert-dpo-0912-v-1751-v2-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
chaiml-albert-dpo-0912-v-1751-v2-mkmlizer: ║                                                                     ║
chaiml-albert-dpo-0912-v-1751-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-albert-dpo-0912-v-1751-v2-mkmlizer: Downloaded to shared memory in 61.898s
chaiml-albert-dpo-0912-v-1751-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp1gu9cw7g, device:0
chaiml-albert-dpo-0912-v-1751-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-albert-dpo-0912-v-1751-v2-mkmlizer: quantized model in 42.307s
chaiml-albert-dpo-0912-v-1751-v2-mkmlizer: Processed model ChaiML/albert_dpo_0912_virgo_edit_original in 104.206s
chaiml-albert-dpo-0912-v-1751-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-albert-dpo-0912-v-1751-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-albert-dpo-0912-v-1751-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-albert-dpo-0912-v-1751-v2
chaiml-albert-dpo-0912-v-1751-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-albert-dpo-0912-v-1751-v2/config.json
chaiml-albert-dpo-0912-v-1751-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-albert-dpo-0912-v-1751-v2/special_tokens_map.json
chaiml-albert-dpo-0912-v-1751-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-albert-dpo-0912-v-1751-v2/tokenizer_config.json
chaiml-albert-dpo-0912-v-1751-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-albert-dpo-0912-v-1751-v2/tokenizer.json
chaiml-albert-dpo-0912-v-1751-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-albert-dpo-0912-v-1751-v2/flywheel_model.0.safetensors
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Job chaiml-albert-dpo-0912-v-1751-v2-mkmlizer completed after 125.34s with status: succeeded
Stopping job with name chaiml-albert-dpo-0912-v-1751-v2-mkmlizer
Pipeline stage MKMLizer completed in 126.31s
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Running pipeline stage MKMLTemplater
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-albert-dpo-0912-v-1751-v2
Waiting for inference service chaiml-albert-dpo-0912-v-1751-v2 to be ready
Inference service chaiml-albert-dpo-0912-v-1751-v2 ready after 170.54798531532288s
Pipeline stage MKMLDeployer completed in 170.88s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.423220634460449s
Received healthy response to inference request in 2.1849658489227295s
Received healthy response to inference request in 1.9325683116912842s
Received healthy response to inference request in 1.8870971202850342s
Received healthy response to inference request in 2.2681291103363037s
5 requests
0 failed requests
5th percentile: 1.8961913585662842
10th percentile: 1.9052855968475342
20th percentile: 1.9234740734100342
30th percentile: 1.9830478191375733
40th percentile: 2.084006834030151
50th percentile: 2.1849658489227295
60th percentile: 2.2182311534881594
70th percentile: 2.251496458053589
80th percentile: 2.2991474151611326
90th percentile: 2.361184024810791
95th percentile: 2.3922023296356203
99th percentile: 2.4170169734954836
mean time: 2.13919620513916
Pipeline stage StressChecker completed in 11.63s
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Pipeline stage TriggerMKMLProfilingPipeline completed in 4.63s
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chaiml-albert-dpo-0912-v_1751_v2 status is now deployed due to DeploymentManager action
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Creating inference service chaiml-albert-dpo-0912-v-1751-v2-profiler
Waiting for inference service chaiml-albert-dpo-0912-v-1751-v2-profiler to be ready
Inference service chaiml-albert-dpo-0912-v-1751-v2-profiler ready after 190.58367729187012s
Pipeline stage MKMLProfilerDeployer completed in 190.92s
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Running pipeline stage MKMLProfilerRunner
kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/chaiml-albert-dpo-09d93dab797b3e3b4120674168d2fa309e-deplo25dl7:/code/chaiverse_profiler_1726260336 --namespace tenant-chaiml-guanaco
kubectl exec -it chaiml-albert-dpo-09d93dab797b3e3b4120674168d2fa309e-deplo25dl7 --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1726260336 && python profiles.py profile --best_of_n 8 --auto_batch 5 --batches 1,5,10,15,20,25,30,35,40,45,50,55,60,65,70,75,80,85,90,95,100,105,110,115,120,125,130,135,140,145,150,155,160,165,170,175,180,185,190,195 --samples 200 --input_tokens 1024 --output_tokens 64 --summary /code/chaiverse_profiler_1726260336/summary.json'
kubectl exec -it chaiml-albert-dpo-09d93dab797b3e3b4120674168d2fa309e-deplo25dl7 --namespace tenant-chaiml-guanaco -- bash -c 'cat /code/chaiverse_profiler_1726260336/summary.json'
Pipeline stage MKMLProfilerRunner completed in 1157.08s
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Running pipeline stage MKMLProfilerDeleter
Checking if service chaiml-albert-dpo-0912-v-1751-v2-profiler is running
Tearing down inference service chaiml-albert-dpo-0912-v-1751-v2-profiler
Service chaiml-albert-dpo-0912-v-1751-v2-profiler has been torndown
Pipeline stage MKMLProfilerDeleter completed in 2.16s
Shutdown handler de-registered
chaiml-albert-dpo-0912-v_1751_v2 status is now inactive due to auto deactivation removed underperforming models