chaiml-exp342-nis-simpo_38124

developer_uid: NischayDnk

submission_id: chaiml-exp342-nis-simpo_38124_v1

model_name: chaiml-exp342-nis-simpo_38124_v1

model_group: ChaiML/exp342-nis-simpo1

status: torndown

timestamp: 2025-04-16T20:25:03+00:00

num_battles: 6107

num_wins: 3331

celo_rating: 1317.78

family_friendly_score: 0.5122

family_friendly_standard_error: 0.007068962583010325

submission_type: basic

model_repo: ChaiML/exp342-nis-simpo1360-ft-mistral31

model_architecture: MistralForCausalLM

model_num_parameters: 24096691200.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.36696660870176667, 'latency_mean': 2.7249799227714537, 'latency_p50': 2.6995548009872437, 'latency_p90': 3.0164552211761473}, {'batch_size': 2, 'throughput': 0.5749124020331742, 'latency_mean': 3.4654883658885955, 'latency_p50': 3.471182942390442, 'latency_p90': 3.8329556465148924}, {'batch_size': 3, 'throughput': 0.7184864828330629, 'latency_mean': 4.158049058914185, 'latency_p50': 4.214090704917908, 'latency_p90': 4.587031126022339}, {'batch_size': 4, 'throughput': 0.8367553336371083, 'latency_mean': 4.753157317638397, 'latency_p50': 4.727497696876526, 'latency_p90': 5.227468705177307}, {'batch_size': 5, 'throughput': 0.9258531081043295, 'latency_mean': 5.374205453395843, 'latency_p50': 5.345986008644104, 'latency_p90': 6.080262637138366}]

gpu_counts: {'NVIDIA RTX A6000': 1}

display_name: chaiml-exp342-nis-simpo_38124_v1

is_internal_developer: False

language_model: ChaiML/exp342-nis-simpo1360-ft-mistral31

model_size: 24B

ranking_group: single

throughput_3p7s: 0.63

us_pacific_date: 2025-04-16

win_ratio: 0.5454396594072376

generation_params: {'temperature': 0.5, 'top_p': 0.95, 'min_p': 0.025, 'top_k': 70, 'presence_penalty': 0.45, 'frequency_penalty': 0.45, 'stopping_words': ['<|im_end|>', '\n', '<|im_start|>'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}

formatter: {'memory_template': '<|system|>Family Friendly{memory}\n', 'prompt_template': '', 'bot_template': '<|im_start|>assistant\n{message}<|im_end|>\n', 'user_template': '<|im_start|>user\nYou:{message}<|im_end|>\n', 'response_template': '<|im_start|>assistant\n', '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-exp342-nis-simpo-38124-v1-mkmlizer
Waiting for job on chaiml-exp342-nis-simpo-38124-v1-mkmlizer to finish
chaiml-exp342-nis-simpo-38124-v1-mkmlizer: Downloaded to shared memory in 81.308s
chaiml-exp342-nis-simpo-38124-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpryi69cdh, device:0
chaiml-exp342-nis-simpo-38124-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-exp342-nis-simpo-38124-v1-mkmlizer: quantized model in 55.501s
chaiml-exp342-nis-simpo-38124-v1-mkmlizer: Processed model ChaiML/exp342-nis-simpo1360-ft-mistral31 in 136.810s
chaiml-exp342-nis-simpo-38124-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-exp342-nis-simpo-38124-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-exp342-nis-simpo-38124-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-exp342-nis-simpo-38124-v1
chaiml-exp342-nis-simpo-38124-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-exp342-nis-simpo-38124-v1/config.json
chaiml-exp342-nis-simpo-38124-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-exp342-nis-simpo-38124-v1/special_tokens_map.json
chaiml-exp342-nis-simpo-38124-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-exp342-nis-simpo-38124-v1/tokenizer_config.json
chaiml-exp342-nis-simpo-38124-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-exp342-nis-simpo-38124-v1/tokenizer.json
chaiml-exp342-nis-simpo-38124-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-exp342-nis-simpo-38124-v1/flywheel_model.0.safetensors
chaiml-exp342-nis-simpo-38124-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-exp342-nis-simpo-38124-v1/flywheel_model.1.safetensors
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Job chaiml-exp342-nis-simpo-38124-v1-mkmlizer completed after 169.12s with status: succeeded
Stopping job with name chaiml-exp342-nis-simpo-38124-v1-mkmlizer
Pipeline stage MKMLizer completed in 169.83s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-exp342-nis-simpo-38124-v1
Waiting for inference service chaiml-exp342-nis-simpo-38124-v1 to be ready
Inference service chaiml-exp342-nis-simpo-38124-v1 ready after 130.54836082458496s
Pipeline stage MKMLDeployer completed in 131.07s
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Running pipeline stage StressChecker
Received healthy response to inference request in 3.074126958847046s
Received healthy response to inference request in 2.5642616748809814s
Received healthy response to inference request in 2.475149154663086s
Received healthy response to inference request in 2.420020341873169s
Received healthy response to inference request in 2.881058931350708s
5 requests
0 failed requests
5th percentile: 2.4310461044311524
10th percentile: 2.442071866989136
20th percentile: 2.4641233921051025
30th percentile: 2.492971658706665
40th percentile: 2.5286166667938232
50th percentile: 2.5642616748809814
60th percentile: 2.690980577468872
70th percentile: 2.8176994800567625
80th percentile: 2.9196725368499754
90th percentile: 2.9968997478485107
95th percentile: 3.0355133533477785
99th percentile: 3.0664042377471925
mean time: 2.682923412322998
Pipeline stage StressChecker completed in 14.83s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.74s
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Running pipeline stage TriggerMKMLProfilingPipeline
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.74s
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 3036.39s
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chaiml-exp342-nis-simpo_38124_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-exp342-nis-simpo_38124_v1 status is now torndown due to DeploymentManager action