chaiml-espresso-ant-llam_7498

developer_uid: azuruce
submission_id: chaiml-espresso-ant-llam_7498_v2
model_name: chaiml-espresso-ant-llam_7498_v2
model_group: ChaiML/espresso_ant_llam
status: inactive
timestamp: 2024-12-06T02:24:44+00:00
num_battles: 7655
num_wins: 4035
celo_rating: 1284.66
family_friendly_score: 0.5828
family_friendly_standard_error: 0.006973437602789603
submission_type: basic
model_repo: ChaiML/espresso_ant_llama_241204_albert_v2_sft_4epoch_128alpha
model_architecture: MistralForCausalLM
model_num_parameters: 22247282688.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
latencies: [{'batch_size': 1, 'throughput': 0.3803974544861983, 'latency_mean': 2.6287675559520722, 'latency_p50': 2.6226786375045776, 'latency_p90': 2.9238746643066404}, {'batch_size': 2, 'throughput': 0.5961501254876127, 'latency_mean': 3.3483392643928527, 'latency_p50': 3.3322936296463013, 'latency_p90': 3.6607500553131103}, {'batch_size': 3, 'throughput': 0.764594607200687, 'latency_mean': 3.909606522321701, 'latency_p50': 3.9048097133636475, 'latency_p90': 4.293988275527954}, {'batch_size': 4, 'throughput': 0.885694955144164, 'latency_mean': 4.497733671665191, 'latency_p50': 4.536814332008362, 'latency_p90': 5.000382256507874}, {'batch_size': 5, 'throughput': 0.9767754195593187, 'latency_mean': 5.0889262366294865, 'latency_p50': 5.106348991394043, 'latency_p90': 5.670543694496155}]
gpu_counts: {'NVIDIA RTX A6000': 1}
display_name: chaiml-espresso-ant-llam_7498_v2
is_internal_developer: True
language_model: ChaiML/espresso_ant_llama_241204_albert_v2_sft_4epoch_128alpha
model_size: 22B
ranking_group: single
throughput_3p7s: 0.71
us_pacific_date: 2024-12-05
win_ratio: 0.527106466361855
generation_params: {'temperature': 0.8, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 80, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n', '<|eot_id|>', '<|end_of_text|>', 'You:'], '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
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Running pipeline stage MKMLizer
Starting job with name chaiml-espresso-ant-llam-7498-v2-mkmlizer
Waiting for job on chaiml-espresso-ant-llam-7498-v2-mkmlizer to finish
chaiml-espresso-ant-llam-7498-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-espresso-ant-llam-7498-v2-mkmlizer: ║     _____            __           __                                ║
chaiml-espresso-ant-llam-7498-v2-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-espresso-ant-llam-7498-v2-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-espresso-ant-llam-7498-v2-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-espresso-ant-llam-7498-v2-mkmlizer: ║       /___/                                                         ║
chaiml-espresso-ant-llam-7498-v2-mkmlizer: ║                                                                     ║
chaiml-espresso-ant-llam-7498-v2-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-espresso-ant-llam-7498-v2-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-espresso-ant-llam-7498-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-espresso-ant-llam-7498-v2-mkmlizer: ║                                                                     ║
chaiml-espresso-ant-llam-7498-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-espresso-ant-llam-7498-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-espresso-ant-llam-7498-v2-mkmlizer: ║                                                                     ║
chaiml-espresso-ant-llam-7498-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-espresso-ant-llam-7498-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-espresso-ant-llam-7498-v2-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
chaiml-espresso-ant-llam-7498-v2-mkmlizer: ║                                                                     ║
chaiml-espresso-ant-llam-7498-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
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-6735-v3-mkmlizer
Waiting for job on chaiml-espresso-ant-llam-6735-v3-mkmlizer to finish
chaiml-espresso-ant-llam-6735-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-espresso-ant-llam-6735-v3-mkmlizer: ║     _____            __           __                                ║
chaiml-espresso-ant-llam-6735-v3-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-espresso-ant-llam-6735-v3-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-espresso-ant-llam-6735-v3-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-espresso-ant-llam-6735-v3-mkmlizer: ║       /___/                                                         ║
chaiml-espresso-ant-llam-6735-v3-mkmlizer: ║                                                                     ║
chaiml-espresso-ant-llam-6735-v3-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-espresso-ant-llam-6735-v3-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-espresso-ant-llam-6735-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-espresso-ant-llam-6735-v3-mkmlizer: ║                                                                     ║
chaiml-espresso-ant-llam-6735-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-espresso-ant-llam-6735-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-espresso-ant-llam-6735-v3-mkmlizer: ║                                                                     ║
chaiml-espresso-ant-llam-6735-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-espresso-ant-llam-6735-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-espresso-ant-llam-6735-v3-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
chaiml-espresso-ant-llam-6735-v3-mkmlizer: ║                                                                     ║
chaiml-espresso-ant-llam-6735-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-espresso-ant-llam-7498-v2-mkmlizer: Downloaded to shared memory in 71.589s
chaiml-espresso-ant-llam-7498-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpx0s29lnr, device:0
chaiml-espresso-ant-llam-7498-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-espresso-ant-llam-7498-v2-mkmlizer: quantized model in 45.366s
chaiml-espresso-ant-llam-7498-v2-mkmlizer: Processed model ChaiML/espresso_ant_llama_241204_albert_v2_sft_4epoch_128alpha in 116.954s
chaiml-espresso-ant-llam-7498-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-espresso-ant-llam-7498-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-espresso-ant-llam-7498-v2
chaiml-espresso-ant-llam-7498-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-espresso-ant-llam-7498-v2/config.json
chaiml-espresso-ant-llam-7498-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-espresso-ant-llam-7498-v2/special_tokens_map.json
chaiml-espresso-ant-llam-7498-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-espresso-ant-llam-7498-v2/tokenizer_config.json
chaiml-espresso-ant-llam-7498-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-espresso-ant-llam-7498-v2/tokenizer.json
chaiml-espresso-ant-llam-7498-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-espresso-ant-llam-7498-v2/flywheel_model.1.safetensors
Job chaiml-espresso-ant-llam-7498-v2-mkmlizer completed after 154.57s with status: succeeded
Stopping job with name chaiml-espresso-ant-llam-7498-v2-mkmlizer
Pipeline stage MKMLizer completed in 157.15s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.22s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-espresso-ant-llam-7498-v2
Waiting for inference service chaiml-espresso-ant-llam-7498-v2 to be ready
chaiml-espresso-ant-llam-6735-v3-mkmlizer: quantized model in 44.020s
chaiml-espresso-ant-llam-6735-v3-mkmlizer: Processed model ChaiML/espresso_ant_llama_241204_albert_v2_sft_3epoch_128alpha in 109.040s
chaiml-espresso-ant-llam-6735-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-espresso-ant-llam-6735-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-espresso-ant-llam-6735-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-espresso-ant-llam-6735-v3
chaiml-espresso-ant-llam-6735-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-espresso-ant-llam-6735-v3/config.json
chaiml-espresso-ant-llam-6735-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-espresso-ant-llam-6735-v3/special_tokens_map.json
chaiml-espresso-ant-llam-6735-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-espresso-ant-llam-6735-v3/tokenizer_config.json
chaiml-espresso-ant-llam-6735-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-espresso-ant-llam-6735-v3/tokenizer.json
chaiml-espresso-ant-llam-6735-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-espresso-ant-llam-6735-v3/flywheel_model.1.safetensors
chaiml-espresso-ant-llam-6735-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-espresso-ant-llam-6735-v3/flywheel_model.0.safetensors
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Job chaiml-espresso-ant-llam-6735-v3-mkmlizer completed after 144.44s with status: succeeded
Stopping job with name chaiml-espresso-ant-llam-6735-v3-mkmlizer
Pipeline stage MKMLizer completed in 146.62s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.24s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-espresso-ant-llam-6735-v3
Waiting for inference service chaiml-espresso-ant-llam-6735-v3 to be ready
Inference service chaiml-espresso-ant-llam-7498-v2 ready after 193.96490931510925s
Pipeline stage MKMLDeployer completed in 199.05s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 3.021580457687378s
Received healthy response to inference request in 2.7421748638153076s
Received healthy response to inference request in 3.2896502017974854s
Received healthy response to inference request in 2.400636672973633s
Received healthy response to inference request in 2.533207416534424s
5 requests
0 failed requests
5th percentile: 2.427150821685791
10th percentile: 2.4536649703979494
20th percentile: 2.5066932678222655
30th percentile: 2.5750009059906005
40th percentile: 2.6585878849029543
50th percentile: 2.7421748638153076
60th percentile: 2.853937101364136
70th percentile: 2.965699338912964
80th percentile: 3.0751944065093992
90th percentile: 3.1824223041534423
95th percentile: 3.236036252975464
99th percentile: 3.278927412033081
mean time: 2.7974499225616456
Pipeline stage StressChecker completed in 16.64s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
Inference service chaiml-espresso-ant-llam-6735-v3 ready after 181.04185438156128s
Pipeline stage MKMLDeployer completed in 183.52s
run pipeline stage %s
Running pipeline stage StressChecker
triggered trigger_guanaco_pipeline args=%s
Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 2.74s
run pipeline stage %s
Running pipeline stage TriggerMKMLProfilingPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
Received healthy response to inference request in 2.851942300796509s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage TriggerMKMLProfilingPipeline completed in 2.63s
Shutdown handler de-registered
chaiml-espresso-ant-llam_7498_v2 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Skipping teardown as no inference service was successfully deployed
Pipeline stage MKMLProfilerDeleter completed in 0.15s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.12s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-espresso-ant-llam-7498-v2-profiler
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 3252.98s
Shutdown handler de-registered
chaiml-espresso-ant-llam_7498_v2 status is now inactive due to auto deactivation removed underperforming models