cgato-nemo-12b-zero-bas_69361

developer_uid: cgato
submission_id: cgato-nemo-12b-zero-bas_69361_v1
model_name: cgato-nemo-12b-zero-bas_69361_v1
model_group: cgato/Nemo-12b-Zero-Base
status: torndown
timestamp: 2025-07-23T19:19:37+00:00
num_battles: 6150
num_wins: 2875
celo_rating: 1245.18
family_friendly_score: 0.5402
family_friendly_standard_error: 0.0070481765017627075
submission_type: basic
model_repo: cgato/Nemo-12b-Zero-Base-2-KTO-Exp-Phase2
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': 0.6725375851030297, 'latency_mean': 1.4867227864265442, 'latency_p50': 1.4767204523086548, 'latency_p90': 1.6379088640213013}, {'batch_size': 3, 'throughput': 1.1650542031972173, 'latency_mean': 2.571512221097946, 'latency_p50': 2.567136526107788, 'latency_p90': 2.803622198104858}, {'batch_size': 5, 'throughput': 1.342141435160263, 'latency_mean': 3.7164040350914003, 'latency_p50': 3.7550883293151855, 'latency_p90': 4.081424403190613}, {'batch_size': 6, 'throughput': 1.3993812190577937, 'latency_mean': 4.272243657112122, 'latency_p50': 4.300186038017273, 'latency_p90': 4.754238390922546}, {'batch_size': 8, 'throughput': 1.4517481932267144, 'latency_mean': 5.470625524520874, 'latency_p50': 5.480660557746887, 'latency_p90': 6.1605592489242555}, {'batch_size': 10, 'throughput': 1.4907142731275536, 'latency_mean': 6.65588653922081, 'latency_p50': 6.608477711677551, 'latency_p90': 7.520590758323669}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: cgato-nemo-12b-zero-bas_69361_v1
is_internal_developer: False
language_model: cgato/Nemo-12b-Zero-Base-2-KTO-Exp-Phase2
model_size: 13B
ranking_group: single
throughput_3p7s: 1.34
us_pacific_date: 2025-07-23
win_ratio: 0.46747967479674796
generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.05, 'top_k': 80, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['<|im_end|>'], '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': True}
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 cgato-nemo-12b-zero-bas-69361-v1-mkmlizer
Waiting for job on cgato-nemo-12b-zero-bas-69361-v1-mkmlizer to finish
cgato-nemo-12b-zero-bas-69361-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cgato-nemo-12b-zero-bas-69361-v1-mkmlizer: ║                                                                     ║
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cgato-nemo-12b-zero-bas-69361-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
cgato-nemo-12b-zero-bas-69361-v1-mkmlizer: ║                                                                     ║
cgato-nemo-12b-zero-bas-69361-v1-mkmlizer: ║  Version: 0.29.15                                                   ║
cgato-nemo-12b-zero-bas-69361-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
cgato-nemo-12b-zero-bas-69361-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
cgato-nemo-12b-zero-bas-69361-v1-mkmlizer: ║  https://mk1.ai                                                     ║
cgato-nemo-12b-zero-bas-69361-v1-mkmlizer: ║                                                                     ║
cgato-nemo-12b-zero-bas-69361-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
cgato-nemo-12b-zero-bas-69361-v1-mkmlizer: ║  belonging to:                                                      ║
cgato-nemo-12b-zero-bas-69361-v1-mkmlizer: ║                                                                     ║
cgato-nemo-12b-zero-bas-69361-v1-mkmlizer: ║  Chai Research Corp.                                                ║
cgato-nemo-12b-zero-bas-69361-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
cgato-nemo-12b-zero-bas-69361-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
cgato-nemo-12b-zero-bas-69361-v1-mkmlizer: ║                                                                     ║
cgato-nemo-12b-zero-bas-69361-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Failed to get response for submission chaiml-next-door-annoyi_15417_v1: ('http://chaiml-next-door-annoyi-15417-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
cgato-nemo-12b-zero-bas-69361-v1-mkmlizer: Downloaded to shared memory in 118.984s
cgato-nemo-12b-zero-bas-69361-v1-mkmlizer: Checking if cgato/Nemo-12b-Zero-Base-2-KTO-Exp-Phase2 already exists in ChaiML
cgato-nemo-12b-zero-bas-69361-v1-mkmlizer: Creating repo ChaiML/Nemo-12b-Zero-Base-2-KTO-Exp-Phase2 and uploading /tmp/tmpwhewn23j to it
cgato-nemo-12b-zero-bas-69361-v1-mkmlizer: 
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cgato-nemo-12b-zero-bas-69361-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpwhewn23j, device:0
cgato-nemo-12b-zero-bas-69361-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
cgato-nemo-12b-zero-bas-69361-v1-mkmlizer: quantized model in 166.446s
cgato-nemo-12b-zero-bas-69361-v1-mkmlizer: Processed model cgato/Nemo-12b-Zero-Base-2-KTO-Exp-Phase2 in 341.847s
cgato-nemo-12b-zero-bas-69361-v1-mkmlizer: creating bucket guanaco-mkml-models
cgato-nemo-12b-zero-bas-69361-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cgato-nemo-12b-zero-bas-69361-v1/nvidia/config.json
cgato-nemo-12b-zero-bas-69361-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cgato-nemo-12b-zero-bas-69361-v1/nvidia/special_tokens_map.json
cgato-nemo-12b-zero-bas-69361-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cgato-nemo-12b-zero-bas-69361-v1/nvidia/tokenizer_config.json
cgato-nemo-12b-zero-bas-69361-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cgato-nemo-12b-zero-bas-69361-v1/nvidia/tokenizer.json
cgato-nemo-12b-zero-bas-69361-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cgato-nemo-12b-zero-bas-69361-v1/nvidia/flywheel_model.0.safetensors
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Job cgato-nemo-12b-zero-bas-69361-v1-mkmlizer completed after 367.58s with status: succeeded
Stopping job with name cgato-nemo-12b-zero-bas-69361-v1-mkmlizer
Pipeline stage MKMLizer completed in 368.19s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.18s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service cgato-nemo-12b-zero-bas-69361-v1
Waiting for inference service cgato-nemo-12b-zero-bas-69361-v1 to be ready
Retrying (%r) after connection broken by '%r': %s
Inference service cgato-nemo-12b-zero-bas-69361-v1 ready after 171.60016226768494s
Pipeline stage MKMLDeployer completed in 172.14s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.484025001525879s
Received healthy response to inference request in 1.7052948474884033s
Received healthy response to inference request in 1.7500741481781006s
Received healthy response to inference request in 1.6294407844543457s
Received healthy response to inference request in 2.980471134185791s
5 requests
0 failed requests
5th percentile: 1.6446115970611572
10th percentile: 1.6597824096679688
20th percentile: 1.6901240348815918
30th percentile: 1.7142507076263427
40th percentile: 1.7321624279022216
50th percentile: 1.7500741481781006
60th percentile: 2.0436544895172117
70th percentile: 2.337234830856323
80th percentile: 2.5833142280578616
90th percentile: 2.781892681121826
95th percentile: 2.8811819076538083
99th percentile: 2.9606132888793946
mean time: 2.1098611831665037
Pipeline stage StressChecker completed in 12.16s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.70s
run pipeline stage %s
Running pipeline stage TriggerMKMLProfilingPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage TriggerMKMLProfilingPipeline completed in 0.68s
Shutdown handler de-registered
cgato-nemo-12b-zero-bas_69361_v1 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 0.16s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service cgato-nemo-12b-zero-bas-69361-v1-profiler
Waiting for inference service cgato-nemo-12b-zero-bas-69361-v1-profiler to be ready
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 3191.32s
Shutdown handler de-registered
cgato-nemo-12b-zero-bas_69361_v1 status is now inactive due to auto deactivation removed underperforming models
cgato-nemo-12b-zero-bas_69361_v1 status is now torndown due to DeploymentManager action