alexxi19-ft-v1-nemo-base

developer_uid: leosheng

submission_id: alexxi19-ft-v1-nemo-base_v3

model_name: alexxi19-ft-v1-nemo-base_v3

model_group: alexxi19/ft-v1-nemo-base

status: torndown

timestamp: 2025-02-27T02:34:20+00:00

num_battles: 6032

num_wins: 2900

celo_rating: 1255.15

family_friendly_score: 0.5574

family_friendly_standard_error: 0.0070243183299164335

submission_type: basic

model_repo: alexxi19/ft-v1-nemo-base

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6091176514232609, 'latency_mean': 1.6416462576389312, 'latency_p50': 1.6477339267730713, 'latency_p90': 1.8068485736846924}, {'batch_size': 3, 'throughput': 1.1143511372293475, 'latency_mean': 2.6870467281341552, 'latency_p50': 2.696545124053955, 'latency_p90': 2.995696377754211}, {'batch_size': 5, 'throughput': 1.3432208831074983, 'latency_mean': 3.7067390048503874, 'latency_p50': 3.710187077522278, 'latency_p90': 4.15029366016388}, {'batch_size': 6, 'throughput': 1.4060482265164698, 'latency_mean': 4.2406712090969085, 'latency_p50': 4.247931241989136, 'latency_p90': 4.778530931472778}, {'batch_size': 8, 'throughput': 1.4822818148090153, 'latency_mean': 5.359848769903183, 'latency_p50': 5.3850096464157104, 'latency_p90': 6.071408438682556}, {'batch_size': 10, 'throughput': 1.5066651883211866, 'latency_mean': 6.59451038479805, 'latency_p50': 6.632404446601868, 'latency_p90': 7.424153804779053}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: alexxi19-ft-v1-nemo-base_v3

is_internal_developer: False

language_model: alexxi19/ft-v1-nemo-base

model_size: 13B

ranking_group: single

throughput_3p7s: 1.35

us_pacific_date: 2025-02-26

win_ratio: 0.4807692307692308

generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 40, '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': '<|im_start|>system\n{memory}<|im_end|>\n', 'prompt_template': '<|im_start|>user\n{prompt}<|im_end|>\n', 'bot_template': '<|im_start|>assistant\n{bot_name}: {message}<|im_end|>\n', 'user_template': '<|im_start|>user\n{user_name}: {message}<|im_end|>\n', 'response_template': '<|im_start|>assistant\n{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 alexxi19-ft-v1-nemo-base-v3-mkmlizer
Waiting for job on alexxi19-ft-v1-nemo-base-v3-mkmlizer to finish
Failed to get response for submission rirv938-anthropic-40k-2_75038_v3: ('http://rirv938-anthropic-40k-2-75038-v3-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:54202->127.0.0.1:8080: read: connection reset by peer\n')
alexxi19-ft-v1-nemo-base-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
alexxi19-ft-v1-nemo-base-v3-mkmlizer: ║     _____            __           __                                ║
alexxi19-ft-v1-nemo-base-v3-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
alexxi19-ft-v1-nemo-base-v3-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
alexxi19-ft-v1-nemo-base-v3-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
alexxi19-ft-v1-nemo-base-v3-mkmlizer: ║       /___/                                                         ║
alexxi19-ft-v1-nemo-base-v3-mkmlizer: ║                                                                     ║
alexxi19-ft-v1-nemo-base-v3-mkmlizer: ║  Version: 0.12.8                                                    ║
alexxi19-ft-v1-nemo-base-v3-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
alexxi19-ft-v1-nemo-base-v3-mkmlizer: ║  https://mk1.ai                                                     ║
alexxi19-ft-v1-nemo-base-v3-mkmlizer: ║                                                                     ║
alexxi19-ft-v1-nemo-base-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
alexxi19-ft-v1-nemo-base-v3-mkmlizer: ║  belonging to:                                                      ║
alexxi19-ft-v1-nemo-base-v3-mkmlizer: ║                                                                     ║
alexxi19-ft-v1-nemo-base-v3-mkmlizer: ║  Chai Research Corp.                                                ║
alexxi19-ft-v1-nemo-base-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
alexxi19-ft-v1-nemo-base-v3-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
alexxi19-ft-v1-nemo-base-v3-mkmlizer: ║                                                                     ║
alexxi19-ft-v1-nemo-base-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Failed to get response for submission mistralai-mistral-smal_78605_v18: HTTPConnectionPool(host='mistralai-mistral-smal-78605-v18-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
alexxi19-ft-v1-nemo-base-v3-mkmlizer: Downloaded to shared memory in 101.299s
alexxi19-ft-v1-nemo-base-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp7u6shj84, device:0
alexxi19-ft-v1-nemo-base-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission mistralai-mistral-smal_78605_v18: HTTPConnectionPool(host='mistralai-mistral-smal-78605-v18-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
alexxi19-ft-v1-nemo-base-v3-mkmlizer: quantized model in 37.722s
alexxi19-ft-v1-nemo-base-v3-mkmlizer: Processed model alexxi19/ft-v1-nemo-base in 139.022s
alexxi19-ft-v1-nemo-base-v3-mkmlizer: creating bucket guanaco-mkml-models
alexxi19-ft-v1-nemo-base-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
alexxi19-ft-v1-nemo-base-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/alexxi19-ft-v1-nemo-base-v3
alexxi19-ft-v1-nemo-base-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/alexxi19-ft-v1-nemo-base-v3/config.json
alexxi19-ft-v1-nemo-base-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/alexxi19-ft-v1-nemo-base-v3/special_tokens_map.json
alexxi19-ft-v1-nemo-base-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/alexxi19-ft-v1-nemo-base-v3/tokenizer_config.json
alexxi19-ft-v1-nemo-base-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/alexxi19-ft-v1-nemo-base-v3/tokenizer.json
alexxi19-ft-v1-nemo-base-v3-mkmlizer: 
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Job alexxi19-ft-v1-nemo-base-v3-mkmlizer completed after 297.86s with status: succeeded
Stopping job with name alexxi19-ft-v1-nemo-base-v3-mkmlizer
Pipeline stage MKMLizer completed in 298.32s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
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Running pipeline stage MKMLDeployer
Creating inference service alexxi19-ft-v1-nemo-base-v3
Waiting for inference service alexxi19-ft-v1-nemo-base-v3 to be ready
Failed to get response for submission mistralai-mistral-smal_78605_v18: HTTPConnectionPool(host='mistralai-mistral-smal-78605-v18-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Inference service alexxi19-ft-v1-nemo-base-v3 ready after 290.96589279174805s
Pipeline stage MKMLDeployer completed in 291.48s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.5965218544006348s
Received healthy response to inference request in 1.5154533386230469s
Received healthy response to inference request in 1.5864245891571045s
Received healthy response to inference request in 1.5680065155029297s
Received healthy response to inference request in 1.5433483123779297s
5 requests
0 failed requests
5th percentile: 1.5210323333740234
10th percentile: 1.526611328125
20th percentile: 1.5377693176269531
30th percentile: 1.5482799530029296
40th percentile: 1.5581432342529298
50th percentile: 1.5680065155029297
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80th percentile: 1.7884440422058108
90th percentile: 2.1924829483032227
95th percentile: 2.3945024013519287
99th percentile: 2.5561179637908937
mean time: 1.761950922012329
Pipeline stage StressChecker completed in 10.11s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.63s
Shutdown handler de-registered
alexxi19-ft-v1-nemo-base_v3 status is now deployed due to DeploymentManager action
Shutdown handler registered
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Pipeline stage MKMLProfilerTemplater completed in 0.08s
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Waiting for inference service alexxi19-ft-v1-nemo-base-v3-profiler to be ready
Shutdown handler registered
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2797.88s
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alexxi19-ft-v1-nemo-base_v3 status is now inactive due to auto deactivation removed underperforming models
alexxi19-ft-v1-nemo-base_v3 status is now torndown due to DeploymentManager action