cgato-nemo-12b-zero-bas_69361

developer_uid: cgato
submission_id: cgato-nemo-12b-zero-bas_69361_v2
model_name: cgato-nemo-12b-zero-bas_69361_v2
model_group: cgato/Nemo-12b-Zero-Base
status: torndown
timestamp: 2025-07-23T20:27:49+00:00
num_battles: 6104
num_wins: 2843
celo_rating: 1257.46
family_friendly_score: 0.5388
family_friendly_standard_error: 0.0070497455273222445
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': 0.6621491659337936, 'latency_mean': 1.5101110768318176, 'latency_p50': 1.5026569366455078, 'latency_p90': 1.686598014831543}, {'batch_size': 3, 'throughput': 1.1358308880245656, 'latency_mean': 2.6352148854732516, 'latency_p50': 2.6329983472824097, 'latency_p90': 2.873670554161072}, {'batch_size': 5, 'throughput': 1.3065888803582566, 'latency_mean': 3.807370114326477, 'latency_p50': 3.780019164085388, 'latency_p90': 4.23055636882782}, {'batch_size': 6, 'throughput': 1.3574695678045046, 'latency_mean': 4.395012511014938, 'latency_p50': 4.450165390968323, 'latency_p90': 4.9321901321411135}, {'batch_size': 8, 'throughput': 1.4192868723554268, 'latency_mean': 5.607154487371445, 'latency_p50': 5.627822041511536, 'latency_p90': 6.290414190292358}, {'batch_size': 10, 'throughput': 1.459770874522184, 'latency_mean': 6.793518745899201, 'latency_p50': 6.851552128791809, 'latency_p90': 7.641036748886108}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: cgato-nemo-12b-zero-bas_69361_v2
is_internal_developer: False
language_model: cgato/Nemo-12b-Zero-Base-2-KTO-Exp-Phase2
model_size: 13B
ranking_group: single
throughput_3p7s: 1.3
us_pacific_date: 2025-07-23
win_ratio: 0.46576015727391873
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': ['\n', '<|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-v2-mkmlizer
Waiting for job on cgato-nemo-12b-zero-bas-69361-v2-mkmlizer to finish
cgato-nemo-12b-zero-bas-69361-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cgato-nemo-12b-zero-bas-69361-v2-mkmlizer: ║                                                                     ║
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cgato-nemo-12b-zero-bas-69361-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
cgato-nemo-12b-zero-bas-69361-v2-mkmlizer: ║                                                                     ║
cgato-nemo-12b-zero-bas-69361-v2-mkmlizer: ║  Version: 0.29.15                                                   ║
cgato-nemo-12b-zero-bas-69361-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
cgato-nemo-12b-zero-bas-69361-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
cgato-nemo-12b-zero-bas-69361-v2-mkmlizer: ║  https://mk1.ai                                                     ║
cgato-nemo-12b-zero-bas-69361-v2-mkmlizer: ║                                                                     ║
cgato-nemo-12b-zero-bas-69361-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
cgato-nemo-12b-zero-bas-69361-v2-mkmlizer: ║  belonging to:                                                      ║
cgato-nemo-12b-zero-bas-69361-v2-mkmlizer: ║                                                                     ║
cgato-nemo-12b-zero-bas-69361-v2-mkmlizer: ║  Chai Research Corp.                                                ║
cgato-nemo-12b-zero-bas-69361-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
cgato-nemo-12b-zero-bas-69361-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
cgato-nemo-12b-zero-bas-69361-v2-mkmlizer: ║                                                                     ║
cgato-nemo-12b-zero-bas-69361-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
cgato-nemo-12b-zero-bas-69361-v2-mkmlizer: Downloaded to shared memory in 35.867s
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
cgato-nemo-12b-zero-bas-69361-v2-mkmlizer: Checking if cgato/Nemo-12b-Zero-Base-2-KTO-Exp-Phase2 already exists in ChaiML
cgato-nemo-12b-zero-bas-69361-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp0puee27u, device:0
cgato-nemo-12b-zero-bas-69361-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
cgato-nemo-12b-zero-bas-69361-v2-mkmlizer: quantized model in 165.053s
cgato-nemo-12b-zero-bas-69361-v2-mkmlizer: Processed model cgato/Nemo-12b-Zero-Base-2-KTO-Exp-Phase2 in 201.001s
cgato-nemo-12b-zero-bas-69361-v2-mkmlizer: creating bucket guanaco-mkml-models
cgato-nemo-12b-zero-bas-69361-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cgato-nemo-12b-zero-bas-69361-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cgato-nemo-12b-zero-bas-69361-v2/nvidia
Retrying (%r) after connection broken by '%r': %s
cgato-nemo-12b-zero-bas-69361-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cgato-nemo-12b-zero-bas-69361-v2/nvidia/tokenizer_config.json
cgato-nemo-12b-zero-bas-69361-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cgato-nemo-12b-zero-bas-69361-v2/nvidia/tokenizer.json
cgato-nemo-12b-zero-bas-69361-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cgato-nemo-12b-zero-bas-69361-v2/nvidia/flywheel_model.0.safetensors
cgato-nemo-12b-zero-bas-69361-v2-mkmlizer: 
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Job cgato-nemo-12b-zero-bas-69361-v2-mkmlizer completed after 220.9s with status: succeeded
Stopping job with name cgato-nemo-12b-zero-bas-69361-v2-mkmlizer
Pipeline stage MKMLizer completed in 221.42s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service cgato-nemo-12b-zero-bas-69361-v2
Waiting for inference service cgato-nemo-12b-zero-bas-69361-v2 to be ready
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', '')
Inference service cgato-nemo-12b-zero-bas-69361-v2 ready after 160.5843424797058s
Pipeline stage MKMLDeployer completed in 161.21s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.269207000732422s
Received healthy response to inference request in 2.0635783672332764s
Received healthy response to inference request in 2.244516134262085s
Received healthy response to inference request in 1.7604546546936035s
Received healthy response to inference request in 1.3834314346313477s
5 requests
0 failed requests
5th percentile: 1.4588360786437988
10th percentile: 1.53424072265625
20th percentile: 1.6850500106811523
30th percentile: 1.821079397201538
40th percentile: 1.9423288822174072
50th percentile: 2.0635783672332764
60th percentile: 2.1359534740447996
70th percentile: 2.2083285808563233
80th percentile: 2.249454307556152
90th percentile: 2.259330654144287
95th percentile: 2.2642688274383547
99th percentile: 2.2682193660736085
mean time: 1.944237518310547
Pipeline stage StressChecker completed in 11.15s
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 0.78s
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 0.89s
Shutdown handler de-registered
cgato-nemo-12b-zero-bas_69361_v2 status is now deployed due to DeploymentManager action
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 3062.61s
Shutdown handler de-registered
cgato-nemo-12b-zero-bas_69361_v2 status is now inactive due to auto deactivation removed underperforming models
cgato-nemo-12b-zero-bas_69361_v2 status is now torndown due to DeploymentManager action