developer_uid: rica40325
submission_id: rica40325-sftdpo-9-15-3_v2
model_name: rica40325-sftdpo-9-15-3_v1
model_group: rica40325/sftdpo_9_15_3
status: torndown
timestamp: 2024-09-18T05:46:40+00:00
num_battles: 12197
num_wins: 6032
celo_rating: 1250.33
family_friendly_score: 0.0
submission_type: basic
model_repo: rica40325/sftdpo_9_15_3
model_architecture: LlamaForCausalLM
model_num_parameters: 8030261248.0
best_of: 16
max_input_tokens: 512
max_output_tokens: 64
latencies: [{'batch_size': 1, 'throughput': 0.9012173709043176, 'latency_mean': 1.1095100009441377, 'latency_p50': 1.1124494075775146, 'latency_p90': 1.227229332923889}, {'batch_size': 4, 'throughput': 1.8157931610133429, 'latency_mean': 2.19416229724884, 'latency_p50': 2.1611311435699463, 'latency_p90': 2.4780476331710815}, {'batch_size': 5, 'throughput': 1.8989076763924944, 'latency_mean': 2.617088048458099, 'latency_p50': 2.5950149297714233, 'latency_p90': 2.932372546195984}, {'batch_size': 8, 'throughput': 2.0281006536840738, 'latency_mean': 3.9122334945201875, 'latency_p50': 3.908984661102295, 'latency_p90': 4.383821821212768}, {'batch_size': 10, 'throughput': 2.0450941788058516, 'latency_mean': 4.843518341779709, 'latency_p50': 4.80112612247467, 'latency_p90': 5.603288578987121}, {'batch_size': 12, 'throughput': 2.0647859231622325, 'latency_mean': 5.7382333433628085, 'latency_p50': 5.747334241867065, 'latency_p90': 6.647723126411438}, {'batch_size': 15, 'throughput': 2.042121949400363, 'latency_mean': 7.196369972229004, 'latency_p50': 7.276387095451355, 'latency_p90': 8.004699110984802}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: rica40325-sftdpo-9-15-3_v1
is_internal_developer: False
language_model: rica40325/sftdpo_9_15_3
model_size: 8B
ranking_group: single
throughput_3p7s: 2.03
us_pacific_date: 2024-09-17
win_ratio: 0.49454783963269655
generation_params: {'temperature': 1.0, 'top_p': 0.95, 'min_p': 0.05, 'top_k': 40, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n', '<|end_header_id|>', '<|eot_id|>'], 'max_input_tokens': 512, 'best_of': 16, 'max_output_tokens': 64}
formatter: {'memory_template': "<|start_header_id|>system<|end_header_id|>\n\n{bot_name}'s Persona: {memory}\n\n", 'prompt_template': '{prompt}<|eot_id|>', 'bot_template': '<|start_header_id|>assistant<|end_header_id|>\n\n{bot_name}: {message}<|eot_id|>', 'user_template': '<|start_header_id|>user<|end_header_id|>\n\n{user_name}: {message}<|eot_id|>', 'response_template': '<|start_header_id|>assistant<|end_header_id|>\n\n{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 rica40325-sftdpo-9-15-3-v2-mkmlizer
Waiting for job on rica40325-sftdpo-9-15-3-v2-mkmlizer to finish
rica40325-sftdpo-9-15-3-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
rica40325-sftdpo-9-15-3-v2-mkmlizer: ║     _____            __           __                                ║
rica40325-sftdpo-9-15-3-v2-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
rica40325-sftdpo-9-15-3-v2-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
rica40325-sftdpo-9-15-3-v2-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
rica40325-sftdpo-9-15-3-v2-mkmlizer: ║       /___/                                                         ║
rica40325-sftdpo-9-15-3-v2-mkmlizer: ║                                                                     ║
rica40325-sftdpo-9-15-3-v2-mkmlizer: ║  Version: 0.10.1                                                    ║
rica40325-sftdpo-9-15-3-v2-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
rica40325-sftdpo-9-15-3-v2-mkmlizer: ║  https://mk1.ai                                                     ║
rica40325-sftdpo-9-15-3-v2-mkmlizer: ║                                                                     ║
rica40325-sftdpo-9-15-3-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
rica40325-sftdpo-9-15-3-v2-mkmlizer: ║  belonging to:                                                      ║
rica40325-sftdpo-9-15-3-v2-mkmlizer: ║                                                                     ║
rica40325-sftdpo-9-15-3-v2-mkmlizer: ║  Chai Research Corp.                                                ║
rica40325-sftdpo-9-15-3-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
rica40325-sftdpo-9-15-3-v2-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
rica40325-sftdpo-9-15-3-v2-mkmlizer: ║                                                                     ║
rica40325-sftdpo-9-15-3-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Connection pool is full, discarding connection: %s. Connection pool size: %s
rica40325-sftdpo-9-15-3-v2-mkmlizer: Downloaded to shared memory in 33.784s
rica40325-sftdpo-9-15-3-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpuo4dgisy, device:0
rica40325-sftdpo-9-15-3-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
rica40325-sftdpo-9-15-3-v2-mkmlizer: quantized model in 26.422s
rica40325-sftdpo-9-15-3-v2-mkmlizer: Processed model rica40325/sftdpo_9_15_3 in 60.207s
rica40325-sftdpo-9-15-3-v2-mkmlizer: creating bucket guanaco-mkml-models
rica40325-sftdpo-9-15-3-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
rica40325-sftdpo-9-15-3-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/rica40325-sftdpo-9-15-3-v2
rica40325-sftdpo-9-15-3-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/rica40325-sftdpo-9-15-3-v2/config.json
rica40325-sftdpo-9-15-3-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/rica40325-sftdpo-9-15-3-v2/special_tokens_map.json
rica40325-sftdpo-9-15-3-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/rica40325-sftdpo-9-15-3-v2/tokenizer_config.json
rica40325-sftdpo-9-15-3-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/rica40325-sftdpo-9-15-3-v2/tokenizer.json
rica40325-sftdpo-9-15-3-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/rica40325-sftdpo-9-15-3-v2/flywheel_model.0.safetensors
rica40325-sftdpo-9-15-3-v2-mkmlizer: 
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Job rica40325-sftdpo-9-15-3-v2-mkmlizer completed after 84.4s with status: succeeded
Stopping job with name rica40325-sftdpo-9-15-3-v2-mkmlizer
Pipeline stage MKMLizer completed in 86.31s
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Pipeline stage MKMLTemplater completed in 0.33s
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Running pipeline stage MKMLDeployer
Creating inference service rica40325-sftdpo-9-15-3-v2
Waiting for inference service rica40325-sftdpo-9-15-3-v2 to be ready
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Failed to get response for submission blend_hokok_2024-09-09: ('http://neversleep-noromaid-v0-8068-v150-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission blend_hokok_2024-09-09: ('http://neversleep-noromaid-v0-8068-v150-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
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Inference service rica40325-sftdpo-9-15-3-v2 ready after 191.39858508110046s
Pipeline stage MKMLDeployer completed in 192.13s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.3118703365325928s
Received healthy response to inference request in 1.6476891040802002s
Received healthy response to inference request in 1.5221483707427979s
Received healthy response to inference request in 1.5743465423583984s
Received healthy response to inference request in 1.7720575332641602s
5 requests
0 failed requests
5th percentile: 1.532588005065918
10th percentile: 1.543027639389038
20th percentile: 1.5639069080352783
30th percentile: 1.5890150547027588
40th percentile: 1.6183520793914794
50th percentile: 1.6476891040802002
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90th percentile: 2.09594521522522
95th percentile: 2.203907775878906
99th percentile: 2.2902778244018553
mean time: 1.7656223773956299
Pipeline stage StressChecker completed in 9.85s
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starting trigger_guanaco_pipeline args=%s
Failed to get response for submission blend_hokok_2024-09-09: ('http://neversleep-noromaid-v0-8068-v150-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Pipeline stage TriggerMKMLProfilingPipeline completed in 5.38s
Shutdown handler de-registered
rica40325-sftdpo-9-15-3_v2 status is now deployed due to DeploymentManager action
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Pipeline stage MKMLProfilerTemplater completed in 0.10s
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Creating inference service rica40325-sftdpo-9-15-3-v2-profiler
Waiting for inference service rica40325-sftdpo-9-15-3-v2-profiler to be ready
Inference service rica40325-sftdpo-9-15-3-v2-profiler ready after 190.42183232307434s
Pipeline stage MKMLProfilerDeployer completed in 190.79s
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Running pipeline stage MKMLProfilerRunner
kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/rica40325-sftdpo-9-15-3-v2-profiler-predictor-00001-deploy7blr2:/code/chaiverse_profiler_1726638932 --namespace tenant-chaiml-guanaco
kubectl exec -it rica40325-sftdpo-9-15-3-v2-profiler-predictor-00001-deploy7blr2 --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1726638932 && python profiles.py profile --best_of_n 16 --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 512 --output_tokens 64 --summary /code/chaiverse_profiler_1726638932/summary.json'
kubectl exec -it rica40325-sftdpo-9-15-3-v2-profiler-predictor-00001-deploy7blr2 --namespace tenant-chaiml-guanaco -- bash -c 'cat /code/chaiverse_profiler_1726638932/summary.json'
Pipeline stage MKMLProfilerRunner completed in 834.63s
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Running pipeline stage MKMLProfilerDeleter
Checking if service rica40325-sftdpo-9-15-3-v2-profiler is running
Tearing down inference service rica40325-sftdpo-9-15-3-v2-profiler
Service rica40325-sftdpo-9-15-3-v2-profiler has been torndown
Pipeline stage MKMLProfilerDeleter completed in 2.06s
Shutdown handler de-registered
rica40325-sftdpo-9-15-3_v2 status is now inactive due to auto deactivation removed underperforming models
rica40325-sftdpo-9-15-3_v2 status is now torndown due to DeploymentManager action