developer_uid: stark2000s
submission_id: stark2000s-utarcaht-v1-2_v2
model_name: stark2000s-utarcaht-v1-2_v2
model_group: stark2000s/utarcaht-v1.2
status: torndown
timestamp: 2024-09-05T09:45:49+00:00
num_battles: 14247
num_wins: 6720
celo_rating: 1211.64
family_friendly_score: 0.0
submission_type: basic
model_repo: stark2000s/utarcaht-v1.2
model_architecture: LlamaForCausalLM
model_num_parameters: 8030261248.0
best_of: 16
max_input_tokens: 512
max_output_tokens: 64
latencies: [{'batch_size': 1, 'throughput': 0.8933970194322506, 'latency_mean': 1.1192299818992615, 'latency_p50': 1.1136950254440308, 'latency_p90': 1.251697063446045}, {'batch_size': 4, 'throughput': 1.7646393598897678, 'latency_mean': 2.260490908622742, 'latency_p50': 2.2576581239700317, 'latency_p90': 2.534076714515686}, {'batch_size': 5, 'throughput': 1.830032895445852, 'latency_mean': 2.717837446928024, 'latency_p50': 2.713399648666382, 'latency_p90': 3.051802372932434}, {'batch_size': 8, 'throughput': 1.9544712090642662, 'latency_mean': 4.0605291223526, 'latency_p50': 4.1164549589157104, 'latency_p90': 4.535535979270935}, {'batch_size': 10, 'throughput': 1.983399398389284, 'latency_mean': 4.995481033325195, 'latency_p50': 4.981823444366455, 'latency_p90': 5.73861072063446}, {'batch_size': 12, 'throughput': 1.9696797343629038, 'latency_mean': 6.0118728339672085, 'latency_p50': 6.032230377197266, 'latency_p90': 7.013546824455261}, {'batch_size': 15, 'throughput': 1.9755243165614016, 'latency_mean': 7.433656936883926, 'latency_p50': 7.586260557174683, 'latency_p90': 8.231766271591187}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: stark2000s-utarcaht-v1-2_v2
is_internal_developer: False
language_model: stark2000s/utarcaht-v1.2
model_size: 8B
ranking_group: single
throughput_3p7s: 1.94
us_pacific_date: 2024-09-05
win_ratio: 0.4716782480522215
generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 40, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n'], 'max_input_tokens': 512, 'best_of': 16, '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 stark2000s-utarcaht-v1-2-v2-mkmlizer
Waiting for job on stark2000s-utarcaht-v1-2-v2-mkmlizer to finish
stark2000s-utarcaht-v1-2-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
stark2000s-utarcaht-v1-2-v2-mkmlizer: ║ _____ __ __ ║
stark2000s-utarcaht-v1-2-v2-mkmlizer: ║ / _/ /_ ___ __/ / ___ ___ / / ║
stark2000s-utarcaht-v1-2-v2-mkmlizer: ║ / _/ / // / |/|/ / _ \/ -_) -_) / ║
stark2000s-utarcaht-v1-2-v2-mkmlizer: ║ /_//_/\_, /|__,__/_//_/\__/\__/_/ ║
stark2000s-utarcaht-v1-2-v2-mkmlizer: ║ /___/ ║
stark2000s-utarcaht-v1-2-v2-mkmlizer: ║ ║
stark2000s-utarcaht-v1-2-v2-mkmlizer: ║ Version: 0.10.1 ║
stark2000s-utarcaht-v1-2-v2-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
stark2000s-utarcaht-v1-2-v2-mkmlizer: ║ https://mk1.ai ║
stark2000s-utarcaht-v1-2-v2-mkmlizer: ║ ║
stark2000s-utarcaht-v1-2-v2-mkmlizer: ║ The license key for the current software has been verified as ║
stark2000s-utarcaht-v1-2-v2-mkmlizer: ║ belonging to: ║
stark2000s-utarcaht-v1-2-v2-mkmlizer: ║ ║
stark2000s-utarcaht-v1-2-v2-mkmlizer: ║ Chai Research Corp. ║
stark2000s-utarcaht-v1-2-v2-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
stark2000s-utarcaht-v1-2-v2-mkmlizer: ║ Expiration: 2024-10-15 23:59:59 ║
stark2000s-utarcaht-v1-2-v2-mkmlizer: ║ ║
stark2000s-utarcaht-v1-2-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
stark2000s-utarcaht-v1-2-v2-mkmlizer: Downloaded to shared memory in 22.836s
stark2000s-utarcaht-v1-2-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp1h3ob4d9, device:0
stark2000s-utarcaht-v1-2-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
stark2000s-utarcaht-v1-2-v2-mkmlizer: quantized model in 26.282s
stark2000s-utarcaht-v1-2-v2-mkmlizer: Processed model stark2000s/utarcaht-v1.2 in 49.118s
stark2000s-utarcaht-v1-2-v2-mkmlizer: creating bucket guanaco-mkml-models
stark2000s-utarcaht-v1-2-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
stark2000s-utarcaht-v1-2-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/stark2000s-utarcaht-v1-2-v2
stark2000s-utarcaht-v1-2-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/stark2000s-utarcaht-v1-2-v2/config.json
stark2000s-utarcaht-v1-2-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/stark2000s-utarcaht-v1-2-v2/special_tokens_map.json
stark2000s-utarcaht-v1-2-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/stark2000s-utarcaht-v1-2-v2/tokenizer_config.json
stark2000s-utarcaht-v1-2-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/stark2000s-utarcaht-v1-2-v2/tokenizer.json
stark2000s-utarcaht-v1-2-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/stark2000s-utarcaht-v1-2-v2/flywheel_model.0.safetensors
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Job stark2000s-utarcaht-v1-2-v2-mkmlizer completed after 73.68s with status: succeeded
Stopping job with name stark2000s-utarcaht-v1-2-v2-mkmlizer
Pipeline stage MKMLizer completed in 74.81s
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Creating inference service stark2000s-utarcaht-v1-2-v2
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Inference service stark2000s-utarcaht-v1-2-v2 ready after 141.4173698425293s
Pipeline stage MKMLDeployer completed in 141.78s
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Running pipeline stage StressChecker
Received healthy response to inference request in 1.5739362239837646s
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Received healthy response to inference request in 1.4008352756500244s
Received healthy response to inference request in 2.13539457321167s
Received healthy response to inference request in 1.2965028285980225s
5 requests
0 failed requests
5th percentile: 1.317369318008423
10th percentile: 1.3382358074188232
20th percentile: 1.379968786239624
30th percentile: 1.4354554653167724
40th percentile: 1.5046958446502685
50th percentile: 1.5739362239837646
60th percentile: 1.577944803237915
70th percentile: 1.5819533824920655
80th percentile: 1.6942450523376467
90th percentile: 1.9148198127746583
95th percentile: 2.025107192993164
99th percentile: 2.113337097167969
mean time: 1.5981253147125245
Pipeline stage StressChecker completed in 8.80s
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Creating inference service stark2000s-utarcaht-v1-2-v2-profiler
Waiting for inference service stark2000s-utarcaht-v1-2-v2-profiler to be ready
Inference service stark2000s-utarcaht-v1-2-v2-profiler ready after 150.43020391464233s
Pipeline stage MKMLProfilerDeployer completed in 150.79s
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kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/stark2000s-utarcaht-v1-2-v2-profiler-predictor-00001-deplomltwh:/code/chaiverse_profiler_1725529976 --namespace tenant-chaiml-guanaco
kubectl exec -it stark2000s-utarcaht-v1-2-v2-profiler-predictor-00001-deplomltwh --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1725529976 && 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_1725529976/summary.json'
kubectl exec -it stark2000s-utarcaht-v1-2-v2-profiler-predictor-00001-deplomltwh --namespace tenant-chaiml-guanaco -- bash -c 'cat /code/chaiverse_profiler_1725529976/summary.json'
Pipeline stage MKMLProfilerRunner completed in 857.43s
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Checking if service stark2000s-utarcaht-v1-2-v2-profiler is running
Tearing down inference service stark2000s-utarcaht-v1-2-v2-profiler
Service stark2000s-utarcaht-v1-2-v2-profiler has been torndown
Pipeline stage MKMLProfilerDeleter completed in 1.53s
Shutdown handler de-registered
stark2000s-utarcaht-v1-2_v2 status is now inactive due to auto deactivation removed underperforming models
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admin requested tearing down of stark2000s-utarcaht-v1-2_v2
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clean up pipeline due to error=TeardownError("module 'kubernetes.config' has no attribute 'load_kube_config'")
Shutdown handler de-registered
stark2000s-utarcaht-v1-2_v2 status is now torndown due to DeploymentManager action