chaiml-nemo-espresso-ant_5543

developer_uid: azuruce

submission_id: chaiml-nemo-espresso-ant_5543_v9

model_name: chaiml-nemo-espresso-ant_5543_v9

model_group: ChaiML/nemo_espresso_ant

status: inactive

timestamp: 2024-12-06T18:26:13+00:00

num_battles: 7879

num_wins: 4084

celo_rating: 1273.69

family_friendly_score: 0.585

family_friendly_standard_error: 0.00696814178960216

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: 4

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6311642105220928, 'latency_mean': 1.5843057358264923, 'latency_p50': 1.5998131036758423, 'latency_p90': 1.7474274635314941}, {'batch_size': 3, 'throughput': 1.2654144685957904, 'latency_mean': 2.3657868909835815, 'latency_p50': 2.3569839000701904, 'latency_p90': 2.6119524002075196}, {'batch_size': 5, 'throughput': 1.6042374164236008, 'latency_mean': 3.105873930454254, 'latency_p50': 3.1015374660491943, 'latency_p90': 3.4848669528961183}, {'batch_size': 6, 'throughput': 1.7030544912783487, 'latency_mean': 3.5044508171081543, 'latency_p50': 3.516577363014221, 'latency_p90': 3.9346314907073974}, {'batch_size': 8, 'throughput': 1.8649631837752458, 'latency_mean': 4.26474781870842, 'latency_p50': 4.249129891395569, 'latency_p90': 4.756992292404175}, {'batch_size': 10, 'throughput': 1.9536918824584941, 'latency_mean': 5.077298197746277, 'latency_p50': 5.106400012969971, 'latency_p90': 5.7442903280258175}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: chaiml-nemo-espresso-ant_5543_v9

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: 1.76

us_pacific_date: 2024-12-06

win_ratio: 0.5183398908490925

generation_params: {'temperature': 1.0, '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-nemo-espresso-ant-5543-v9-mkmlizer
Waiting for job on chaiml-nemo-espresso-ant-5543-v9-mkmlizer to finish
chaiml-nemo-espresso-ant-5543-v9-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nemo-espresso-ant-5543-v9-mkmlizer: ║     _____            __           __                                ║
chaiml-nemo-espresso-ant-5543-v9-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-nemo-espresso-ant-5543-v9-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-nemo-espresso-ant-5543-v9-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-nemo-espresso-ant-5543-v9-mkmlizer: ║       /___/                                                         ║
chaiml-nemo-espresso-ant-5543-v9-mkmlizer: ║                                                                     ║
chaiml-nemo-espresso-ant-5543-v9-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-nemo-espresso-ant-5543-v9-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-nemo-espresso-ant-5543-v9-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nemo-espresso-ant-5543-v9-mkmlizer: ║                                                                     ║
chaiml-nemo-espresso-ant-5543-v9-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nemo-espresso-ant-5543-v9-mkmlizer: ║  belonging to:                                                      ║
chaiml-nemo-espresso-ant-5543-v9-mkmlizer: ║                                                                     ║
chaiml-nemo-espresso-ant-5543-v9-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nemo-espresso-ant-5543-v9-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nemo-espresso-ant-5543-v9-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
chaiml-nemo-espresso-ant-5543-v9-mkmlizer: ║                                                                     ║
chaiml-nemo-espresso-ant-5543-v9-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nemo-espresso-ant-5543-v9-mkmlizer: Downloaded to shared memory in 39.325s
chaiml-nemo-espresso-ant-5543-v9-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp6_jowmni, device:0
chaiml-nemo-espresso-ant-5543-v9-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-nemo-espresso-ant-5543-v9-mkmlizer: quantized model in 36.016s
chaiml-nemo-espresso-ant-5543-v9-mkmlizer: Processed model ChaiML/nemo_espresso_ant_llama_story_241205_albert_v1_sft-3e128a in 75.341s
chaiml-nemo-espresso-ant-5543-v9-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nemo-espresso-ant-5543-v9-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nemo-espresso-ant-5543-v9-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nemo-espresso-ant-5543-v9
chaiml-nemo-espresso-ant-5543-v9-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nemo-espresso-ant-5543-v9/config.json
chaiml-nemo-espresso-ant-5543-v9-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nemo-espresso-ant-5543-v9/special_tokens_map.json
chaiml-nemo-espresso-ant-5543-v9-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nemo-espresso-ant-5543-v9/tokenizer_config.json
chaiml-nemo-espresso-ant-5543-v9-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nemo-espresso-ant-5543-v9/tokenizer.json
chaiml-nemo-espresso-ant-5543-v9-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nemo-espresso-ant-5543-v9/flywheel_model.0.safetensors
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Job chaiml-nemo-espresso-ant-5543-v9-mkmlizer completed after 104.45s with status: succeeded
Stopping job with name chaiml-nemo-espresso-ant-5543-v9-mkmlizer
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Creating inference service chaiml-nemo-espresso-ant-5543-v9
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Inference service chaiml-nemo-espresso-ant-5543-v9 ready after 170.6497254371643s
Pipeline stage MKMLDeployer completed in 171.28s
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chaiml-nemo-espresso-ant_5543_v9 status is now inactive due to auto deactivation removed underperforming models