chaiml-espresso-ant-llam_1666

developer_uid: azuruce

submission_id: chaiml-espresso-ant-llam_1666_v9

model_name: chaiml-espresso-ant-llam_1666_v9

model_group: ChaiML/espresso_ant_llam

status: inactive

timestamp: 2024-12-05T08:13:30+00:00

num_battles: 11567

num_wins: 5747

celo_rating: 1260.43

family_friendly_score: 0.5846

family_friendly_standard_error: 0.006969115295358515

submission_type: basic

model_repo: ChaiML/espresso_ant_llama_241204_albert_v2_sft_2epoch_128alpha

model_architecture: MistralForCausalLM

model_num_parameters: 22247282688.0

best_of: 4

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.3852763658208327, 'latency_mean': 2.5954768514633177, 'latency_p50': 2.623632311820984, 'latency_p90': 2.8749449014663697}, {'batch_size': 3, 'throughput': 0.8221790920724718, 'latency_mean': 3.6324638712406156, 'latency_p50': 3.6369972229003906, 'latency_p90': 4.028042650222778}, {'batch_size': 5, 'throughput': 1.089600148378548, 'latency_mean': 4.574120835065842, 'latency_p50': 4.553825736045837, 'latency_p90': 5.166570448875427}, {'batch_size': 6, 'throughput': 1.1593749783747251, 'latency_mean': 5.1353357779979705, 'latency_p50': 5.1369500160217285, 'latency_p90': 5.7695715665817255}, {'batch_size': 10, 'throughput': 1.3864717332175605, 'latency_mean': 7.164631570577622, 'latency_p50': 7.120943903923035, 'latency_p90': 8.087183761596679}]

gpu_counts: {'NVIDIA RTX A6000': 1}

display_name: chaiml-espresso-ant-llam_1666_v9

is_internal_developer: True

language_model: ChaiML/espresso_ant_llama_241204_albert_v2_sft_2epoch_128alpha

model_size: 22B

ranking_group: single

throughput_3p7s: 0.85

us_pacific_date: 2024-12-05

win_ratio: 0.49684447134088355

generation_params: {'temperature': 0.85, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 100, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n', '</s>', '####', 'Bot:', 'User:', 'You:', '<|im_end|>', '<|eot_id|>'], 'max_input_tokens': 1024, 'best_of': 4, 'max_output_tokens': 64}

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}

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-espresso-ant-llam-1666-v9-mkmlizer
Waiting for job on chaiml-espresso-ant-llam-1666-v9-mkmlizer to finish
chaiml-espresso-ant-llam-1666-v9-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-espresso-ant-llam-1666-v9-mkmlizer: ║     _____            __           __                                ║
chaiml-espresso-ant-llam-1666-v9-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-espresso-ant-llam-1666-v9-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-espresso-ant-llam-1666-v9-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-espresso-ant-llam-1666-v9-mkmlizer: ║       /___/                                                         ║
chaiml-espresso-ant-llam-1666-v9-mkmlizer: ║                                                                     ║
chaiml-espresso-ant-llam-1666-v9-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-espresso-ant-llam-1666-v9-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-espresso-ant-llam-1666-v9-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-espresso-ant-llam-1666-v9-mkmlizer: ║                                                                     ║
chaiml-espresso-ant-llam-1666-v9-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-espresso-ant-llam-1666-v9-mkmlizer: ║  belonging to:                                                      ║
chaiml-espresso-ant-llam-1666-v9-mkmlizer: ║                                                                     ║
chaiml-espresso-ant-llam-1666-v9-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-espresso-ant-llam-1666-v9-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-espresso-ant-llam-1666-v9-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
chaiml-espresso-ant-llam-1666-v9-mkmlizer: ║                                                                     ║
chaiml-espresso-ant-llam-1666-v9-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-espresso-ant-llam-1666-v9-mkmlizer: Downloaded to shared memory in 42.538s
chaiml-espresso-ant-llam-1666-v9-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpzwx4h1i4, device:0
chaiml-espresso-ant-llam-1666-v9-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-espresso-ant-llam-1666-v9-mkmlizer: quantized model in 44.535s
chaiml-espresso-ant-llam-1666-v9-mkmlizer: Processed model ChaiML/espresso_ant_llama_241204_albert_v2_sft_2epoch_128alpha in 87.073s
chaiml-espresso-ant-llam-1666-v9-mkmlizer: creating bucket guanaco-mkml-models
chaiml-espresso-ant-llam-1666-v9-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-espresso-ant-llam-1666-v9-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-espresso-ant-llam-1666-v9
chaiml-espresso-ant-llam-1666-v9-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-espresso-ant-llam-1666-v9/config.json
chaiml-espresso-ant-llam-1666-v9-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-espresso-ant-llam-1666-v9/special_tokens_map.json
chaiml-espresso-ant-llam-1666-v9-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-espresso-ant-llam-1666-v9/tokenizer_config.json
chaiml-espresso-ant-llam-1666-v9-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-espresso-ant-llam-1666-v9/tokenizer.json
chaiml-espresso-ant-llam-1666-v9-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-espresso-ant-llam-1666-v9/flywheel_model.1.safetensors
chaiml-espresso-ant-llam-1666-v9-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-espresso-ant-llam-1666-v9/flywheel_model.0.safetensors
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Job chaiml-espresso-ant-llam-1666-v9-mkmlizer completed after 121.55s with status: succeeded
Stopping job with name chaiml-espresso-ant-llam-1666-v9-mkmlizer
Pipeline stage MKMLizer completed in 123.46s
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-espresso-ant-llam-1666-v9
Waiting for inference service chaiml-espresso-ant-llam-1666-v9 to be ready
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Inference service chaiml-espresso-ant-llam-1666-v9 ready after 174.6906876564026s
Pipeline stage MKMLDeployer completed in 175.84s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.7195680141448975s
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Received healthy response to inference request in 2.50313138961792s
Received healthy response to inference request in 2.2141849994659424s
5 requests
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5th percentile: 2.215811252593994
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99th percentile: 2.713591232299805
mean time: 2.4458698272705077
Pipeline stage StressChecker completed in 13.65s
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Running pipeline stage TriggerMKMLProfilingPipeline
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Pipeline stage TriggerMKMLProfilingPipeline completed in 2.32s
Shutdown handler de-registered
chaiml-espresso-ant-llam_1666_v9 status is now deployed due to DeploymentManager action
Shutdown handler registered
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 3232.01s
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chaiml-espresso-ant-llam_1666_v9 status is now inactive due to auto deactivation removed underperforming models