chaiml-sft-gemma2it-28b_47770

developer_uid: NischayDnk

submission_id: chaiml-sft-gemma2it-28b_47770_v1

model_name: chaiml-sft-gemma2it-28b_47770_v1

model_group: ChaiML/sft-gemma2it-28b-

status: torndown

timestamp: 2025-04-01T01:35:55+00:00

num_battles: 9196

num_wins: 4619

celo_rating: 1282.99

family_friendly_score: 0.5948

family_friendly_standard_error: 0.006942808653563772

submission_type: basic

model_repo: ChaiML/sft-gemma2it-28b-v2-exp1

model_architecture: Gemma2ForCausalLM

model_num_parameters: 28731935232.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.2747400453214593, 'latency_mean': 3.639719059467316, 'latency_p50': 3.6654163599014282, 'latency_p90': 4.019048523902893}, {'batch_size': 2, 'throughput': 0.42297305843539473, 'latency_mean': 4.725810828208924, 'latency_p50': 4.73479962348938, 'latency_p90': 5.180938625335694}, {'batch_size': 3, 'throughput': 0.5251921889259363, 'latency_mean': 5.694859467744827, 'latency_p50': 5.698405146598816, 'latency_p90': 6.215951824188233}, {'batch_size': 5, 'throughput': 0.6741444629643845, 'latency_mean': 7.374978210926056, 'latency_p50': 7.464336395263672, 'latency_p90': 8.146886658668517}]

gpu_counts: {'NVIDIA RTX A6000': 1}

display_name: chaiml-sft-gemma2it-28b_47770_v1

is_internal_developer: False

language_model: ChaiML/sft-gemma2it-28b-v2-exp1

model_size: 29B

ranking_group: single

throughput_3p7s: 0.29

us_pacific_date: 2025-03-31

win_ratio: 0.5022836015658982

generation_params: {'temperature': 0.5, 'top_p': 0.9, 'min_p': 0.05, 'top_k': 80, 'presence_penalty': 0.1, 'frequency_penalty': 0.1, 'stopping_words': ['<|im_end|>', '\n'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}

formatter: {'memory_template': '', 'prompt_template': '', 'bot_template': '<|im_start|>assistant\n{message}<|im_end|>\n', 'user_template': '<|im_start|>user\n{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
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Running pipeline stage MKMLizer
Starting job with name chaiml-sft-gemma2it-28b-47770-v1-mkmlizer
Waiting for job on chaiml-sft-gemma2it-28b-47770-v1-mkmlizer to finish
chaiml-sft-gemma2it-28b-47770-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-sft-gemma2it-28b-47770-v1-mkmlizer: ║     _____            __           __                                ║
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chaiml-sft-gemma2it-28b-47770-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-sft-gemma2it-28b-47770-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-sft-gemma2it-28b-47770-v1-mkmlizer: ║       /___/                                                         ║
chaiml-sft-gemma2it-28b-47770-v1-mkmlizer: ║                                                                     ║
chaiml-sft-gemma2it-28b-47770-v1-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-sft-gemma2it-28b-47770-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-sft-gemma2it-28b-47770-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-sft-gemma2it-28b-47770-v1-mkmlizer: ║                                                                     ║
chaiml-sft-gemma2it-28b-47770-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-sft-gemma2it-28b-47770-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-sft-gemma2it-28b-47770-v1-mkmlizer: ║                                                                     ║
chaiml-sft-gemma2it-28b-47770-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-sft-gemma2it-28b-47770-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-sft-gemma2it-28b-47770-v1-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
chaiml-sft-gemma2it-28b-47770-v1-mkmlizer: ║                                                                     ║
chaiml-sft-gemma2it-28b-47770-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-sft-gemma2it-28b-47770-v1-mkmlizer: Downloaded to shared memory in 123.350s
chaiml-sft-gemma2it-28b-47770-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpwprmo2ke, device:0
chaiml-sft-gemma2it-28b-47770-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-sft-gemma2it-28b-47770-v1-mkmlizer: quantized model in 69.291s
chaiml-sft-gemma2it-28b-47770-v1-mkmlizer: Processed model ChaiML/sft-gemma2it-28b-v2-exp1 in 192.641s
chaiml-sft-gemma2it-28b-47770-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-sft-gemma2it-28b-47770-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-sft-gemma2it-28b-47770-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-sft-gemma2it-28b-47770-v1
chaiml-sft-gemma2it-28b-47770-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-sft-gemma2it-28b-47770-v1/config.json
chaiml-sft-gemma2it-28b-47770-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-sft-gemma2it-28b-47770-v1/special_tokens_map.json
chaiml-sft-gemma2it-28b-47770-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-sft-gemma2it-28b-47770-v1/tokenizer_config.json
chaiml-sft-gemma2it-28b-47770-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.model s3://guanaco-mkml-models/chaiml-sft-gemma2it-28b-47770-v1/tokenizer.model
chaiml-sft-gemma2it-28b-47770-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-sft-gemma2it-28b-47770-v1/tokenizer.json
chaiml-sft-gemma2it-28b-47770-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.2.safetensors s3://guanaco-mkml-models/chaiml-sft-gemma2it-28b-47770-v1/flywheel_model.2.safetensors
chaiml-sft-gemma2it-28b-47770-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-sft-gemma2it-28b-47770-v1/flywheel_model.0.safetensors
chaiml-sft-gemma2it-28b-47770-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-sft-gemma2it-28b-47770-v1/flywheel_model.1.safetensors
Job chaiml-sft-gemma2it-28b-47770-v1-mkmlizer completed after 229.15s with status: succeeded
Stopping job with name chaiml-sft-gemma2it-28b-47770-v1-mkmlizer
Pipeline stage MKMLizer completed in 229.60s
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Creating inference service chaiml-sft-gemma2it-28b-47770-v1
Waiting for inference service chaiml-sft-gemma2it-28b-47770-v1 to be ready
Failed to get response for submission rirv938-20250331-reward_78765_v1: HTTPConnectionPool(host='rirv938-20250331-reward-78765-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Inference service chaiml-sft-gemma2it-28b-47770-v1 ready after 112.2798399925232s
Pipeline stage MKMLDeployer completed in 112.84s
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Running pipeline stage StressChecker
Received healthy response to inference request in 3.822328567504883s
Received healthy response to inference request in 3.2312815189361572s
Received healthy response to inference request in 3.2375893592834473s
Received healthy response to inference request in 3.2804291248321533s
Received healthy response to inference request in 3.3715829849243164s
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5th percentile: 3.2325430870056153
10th percentile: 3.2338046550750734
20th percentile: 3.236327791213989
30th percentile: 3.2461573123931884
40th percentile: 3.263293218612671
50th percentile: 3.2804291248321533
60th percentile: 3.3168906688690187
70th percentile: 3.3533522129058837
80th percentile: 3.46173210144043
90th percentile: 3.6420303344726563
95th percentile: 3.7321794509887694
99th percentile: 3.80429874420166
mean time: 3.3886423110961914
Pipeline stage StressChecker completed in 18.06s
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Pipeline stage OfflineFamilyFriendlyScorer completed in 6133.17s
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chaiml-sft-gemma2it-28b_47770_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-sft-gemma2it-28b_47770_v1 status is now torndown due to DeploymentManager action