chaiml-nemo-espresso-a_55433

developer_uid: azuruce

submission_id: chaiml-nemo-espresso-a_55433_v19

model_name: chaiml-nemo-espresso-a_55433_v19

model_group: ChaiML/nemo_espresso_ant

status: torndown

timestamp: 2025-04-11T17:36:52+00:00

num_battles: 6574

num_wins: 3119

celo_rating: 1276.17

family_friendly_score: 0.5820000000000001

family_friendly_standard_error: 0.006975327949279518

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

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.6118148986283208, 'latency_mean': 1.634383749961853, 'latency_p50': 1.6298474073410034, 'latency_p90': 1.8153947114944458}, {'batch_size': 3, 'throughput': 1.1037443402236014, 'latency_mean': 2.7064642083644865, 'latency_p50': 2.7214109897613525, 'latency_p90': 2.9795955181121827}, {'batch_size': 5, 'throughput': 1.3343521543303047, 'latency_mean': 3.7312389183044434, 'latency_p50': 3.7266128063201904, 'latency_p90': 4.17609703540802}, {'batch_size': 6, 'throughput': 1.3981095309155496, 'latency_mean': 4.2647527873516085, 'latency_p50': 4.332423686981201, 'latency_p90': 4.759548139572144}, {'batch_size': 8, 'throughput': 1.4686498143821936, 'latency_mean': 5.414939801692963, 'latency_p50': 5.435038208961487, 'latency_p90': 6.066515612602234}, {'batch_size': 10, 'throughput': 1.5046845499634256, 'latency_mean': 6.584883971214294, 'latency_p50': 6.586204767227173, 'latency_p90': 7.460063886642456}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: chaiml-nemo-espresso-a_55433_v19

is_internal_developer: False

language_model: ChaiML/nemo_espresso_ant_llama_story_241205_albert_v1_sft-3e128a

model_size: 13B

ranking_group: single

throughput_3p7s: 1.33

us_pacific_date: 2025-04-11

win_ratio: 0.47444478247642224

generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 99, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['Bot:', '####', '###', '\n', 'You:', '<|end_of_text|>', '<|eot_id|>', 'Me:'], 'max_input_tokens': 1024, 'best_of': 8, '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-nemo-espresso-a-55433-v19-mkmlizer
Waiting for job on chaiml-nemo-espresso-a-55433-v19-mkmlizer to finish
chaiml-nemo-espresso-a-55433-v19-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nemo-espresso-a-55433-v19-mkmlizer: ║     _____            __           __                                ║
chaiml-nemo-espresso-a-55433-v19-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-nemo-espresso-a-55433-v19-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-nemo-espresso-a-55433-v19-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-nemo-espresso-a-55433-v19-mkmlizer: ║       /___/                                                         ║
chaiml-nemo-espresso-a-55433-v19-mkmlizer: ║                                                                     ║
chaiml-nemo-espresso-a-55433-v19-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-nemo-espresso-a-55433-v19-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-nemo-espresso-a-55433-v19-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nemo-espresso-a-55433-v19-mkmlizer: ║                                                                     ║
chaiml-nemo-espresso-a-55433-v19-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nemo-espresso-a-55433-v19-mkmlizer: ║  belonging to:                                                      ║
chaiml-nemo-espresso-a-55433-v19-mkmlizer: ║                                                                     ║
chaiml-nemo-espresso-a-55433-v19-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nemo-espresso-a-55433-v19-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nemo-espresso-a-55433-v19-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
chaiml-nemo-espresso-a-55433-v19-mkmlizer: ║                                                                     ║
chaiml-nemo-espresso-a-55433-v19-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nemo-espresso-a-55433-v19-mkmlizer: Downloaded to shared memory in 42.098s
chaiml-nemo-espresso-a-55433-v19-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp6kwicvht, device:0
chaiml-nemo-espresso-a-55433-v19-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-nemo-espresso-a-55433-v19-mkmlizer: quantized model in 35.165s
chaiml-nemo-espresso-a-55433-v19-mkmlizer: Processed model ChaiML/nemo_espresso_ant_llama_story_241205_albert_v1_sft-3e128a in 77.264s
chaiml-nemo-espresso-a-55433-v19-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nemo-espresso-a-55433-v19-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nemo-espresso-a-55433-v19-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nemo-espresso-a-55433-v19
chaiml-nemo-espresso-a-55433-v19-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nemo-espresso-a-55433-v19/config.json
chaiml-nemo-espresso-a-55433-v19-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nemo-espresso-a-55433-v19/special_tokens_map.json
chaiml-nemo-espresso-a-55433-v19-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nemo-espresso-a-55433-v19/tokenizer_config.json
chaiml-nemo-espresso-a-55433-v19-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nemo-espresso-a-55433-v19/tokenizer.json
chaiml-nemo-espresso-a-55433-v19-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nemo-espresso-a-55433-v19/flywheel_model.0.safetensors
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Job chaiml-nemo-espresso-a-55433-v19-mkmlizer completed after 105.09s with status: succeeded
Stopping job with name chaiml-nemo-espresso-a-55433-v19-mkmlizer
Pipeline stage MKMLizer completed in 105.54s
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Creating inference service chaiml-nemo-espresso-a-55433-v19
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Inference service chaiml-nemo-espresso-a-55433-v19 ready after 110.58389568328857s
Pipeline stage MKMLDeployer completed in 111.08s
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Running pipeline stage StressChecker
Received healthy response to inference request in 1.9968898296356201s
Received healthy response to inference request in 1.569190502166748s
Received healthy response to inference request in 1.8257710933685303s
Received healthy response to inference request in 1.5549981594085693s
Received healthy response to inference request in 1.5617952346801758s
5 requests
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mean time: 1.7017289638519286
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