developer_uid: azuruce
submission_id: chaiml-nemo-espresso-ant_5543_v7
model_name: chaiml-nemo-espresso-ant_5543_v7
model_group: ChaiML/nemo_espresso_ant
status: inactive
timestamp: 2024-12-06T16:04:15+00:00
num_battles: 7669
num_wins: 4011
celo_rating: 1282.21
family_friendly_score: 0.5816
family_friendly_standard_error: 0.006976266049972578
submission_type: basic
model_repo: ChaiML/nemo_espresso_ant_llama_story_241205_albert_v1_sft-3e128a
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
latencies: [{'batch_size': 1, 'throughput': 0.6157241526717872, 'latency_mean': 1.6240376901626588, 'latency_p50': 1.6204984188079834, 'latency_p90': 1.7996305704116822}, {'batch_size': 3, 'throughput': 1.1239039180566757, 'latency_mean': 2.6531530368328093, 'latency_p50': 2.648009777069092, 'latency_p90': 2.938522696495056}, {'batch_size': 5, 'throughput': 1.38507292876882, 'latency_mean': 3.5906440830230713, 'latency_p50': 3.5723267793655396, 'latency_p90': 4.083477258682251}, {'batch_size': 6, 'throughput': 1.437180429780306, 'latency_mean': 4.148387178182602, 'latency_p50': 4.133565306663513, 'latency_p90': 4.640205883979798}, {'batch_size': 8, 'throughput': 1.53312802189423, 'latency_mean': 5.187502211332321, 'latency_p50': 5.193508982658386, 'latency_p90': 5.8551884412765505}, {'batch_size': 10, 'throughput': 1.5622311297912865, 'latency_mean': 6.350879144668579, 'latency_p50': 6.28108012676239, 'latency_p90': 7.195065712928772}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: chaiml-nemo-espresso-ant_5543_v7
is_internal_developer: True
language_model: ChaiML/nemo_espresso_ant_llama_story_241205_albert_v1_sft-3e128a
model_size: 13B
ranking_group: single
throughput_3p7s: 1.4
us_pacific_date: 2024-12-06
win_ratio: 0.5230147346459774
generation_params: {'temperature': 1.25, 'top_p': 0.99, 'min_p': 0.01, '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 chaiml-nemo-espresso-ant-5543-v7-mkmlizer
Waiting for job on chaiml-nemo-espresso-ant-5543-v7-mkmlizer to finish
chaiml-nemo-espresso-ant-5543-v7-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nemo-espresso-ant-5543-v7-mkmlizer: ║     _____            __           __                                ║
chaiml-nemo-espresso-ant-5543-v7-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-nemo-espresso-ant-5543-v7-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-nemo-espresso-ant-5543-v7-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-nemo-espresso-ant-5543-v7-mkmlizer: ║       /___/                                                         ║
chaiml-nemo-espresso-ant-5543-v7-mkmlizer: ║                                                                     ║
chaiml-nemo-espresso-ant-5543-v7-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-nemo-espresso-ant-5543-v7-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-nemo-espresso-ant-5543-v7-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nemo-espresso-ant-5543-v7-mkmlizer: ║                                                                     ║
chaiml-nemo-espresso-ant-5543-v7-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nemo-espresso-ant-5543-v7-mkmlizer: ║  belonging to:                                                      ║
chaiml-nemo-espresso-ant-5543-v7-mkmlizer: ║                                                                     ║
chaiml-nemo-espresso-ant-5543-v7-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nemo-espresso-ant-5543-v7-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nemo-espresso-ant-5543-v7-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
chaiml-nemo-espresso-ant-5543-v7-mkmlizer: ║                                                                     ║
chaiml-nemo-espresso-ant-5543-v7-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nemo-espresso-ant-5543-v7-mkmlizer: Downloaded to shared memory in 24.870s
chaiml-nemo-espresso-ant-5543-v7-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmprwjtjp8w, device:0
chaiml-nemo-espresso-ant-5543-v7-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-nemo-espresso-ant-5543-v7-mkmlizer: quantized model in 41.986s
chaiml-nemo-espresso-ant-5543-v7-mkmlizer: Processed model ChaiML/nemo_espresso_ant_llama_story_241205_albert_v1_sft-3e128a in 66.856s
chaiml-nemo-espresso-ant-5543-v7-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nemo-espresso-ant-5543-v7-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nemo-espresso-ant-5543-v7-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nemo-espresso-ant-5543-v7
chaiml-nemo-espresso-ant-5543-v7-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nemo-espresso-ant-5543-v7/config.json
chaiml-nemo-espresso-ant-5543-v7-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nemo-espresso-ant-5543-v7/special_tokens_map.json
chaiml-nemo-espresso-ant-5543-v7-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nemo-espresso-ant-5543-v7/tokenizer_config.json
chaiml-nemo-espresso-ant-5543-v7-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nemo-espresso-ant-5543-v7/tokenizer.json
chaiml-nemo-espresso-ant-5543-v7-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nemo-espresso-ant-5543-v7/flywheel_model.0.safetensors
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Job chaiml-nemo-espresso-ant-5543-v7-mkmlizer completed after 108.35s with status: succeeded
Stopping job with name chaiml-nemo-espresso-ant-5543-v7-mkmlizer
Pipeline stage MKMLizer completed in 110.58s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.18s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-nemo-espresso-ant-5543-v7
Waiting for inference service chaiml-nemo-espresso-ant-5543-v7 to be ready
Failed to get response for submission chaiml-lexical-viral-v5a_3966_v3: ('http://chaiml-lexical-viral-v5a-3966-v3-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:33870->127.0.0.1:8080: read: connection reset by peer\n')
Inference service chaiml-nemo-espresso-ant-5543-v7 ready after 203.6050455570221s
Pipeline stage MKMLDeployer completed in 205.29s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.441547155380249s
Received healthy response to inference request in 1.803297758102417s
Received healthy response to inference request in 1.9260802268981934s
Received healthy response to inference request in 1.857724666595459s
Received healthy response to inference request in 2.239708423614502s
5 requests
0 failed requests
5th percentile: 1.8141831398010253
10th percentile: 1.8250685214996338
20th percentile: 1.8468392848968507
30th percentile: 1.8713957786560058
40th percentile: 1.8987380027770997
50th percentile: 1.9260802268981934
60th percentile: 2.051531505584717
70th percentile: 2.17698278427124
80th percentile: 2.2800761699676513
90th percentile: 2.3608116626739504
95th percentile: 2.4011794090270997
99th percentile: 2.433473606109619
mean time: 2.053671646118164
Pipeline stage StressChecker completed in 11.59s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 2.39s
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Running pipeline stage TriggerMKMLProfilingPipeline
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Pipeline stage TriggerMKMLProfilingPipeline completed in 2.38s
Shutdown handler de-registered
chaiml-nemo-espresso-ant_5543_v7 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2660.15s
Shutdown handler de-registered
chaiml-nemo-espresso-ant_5543_v7 status is now inactive due to auto deactivation removed underperforming models