developer_uid: azuruce
submission_id: chaiml-albert-sft-intent_3850_v1
model_name: romance
model_group: ChaiML/albert-sft-intent
status: torndown
timestamp: 2024-09-17T06:35:30+00:00
num_battles: 11151
num_wins: 5398
celo_rating: 1238.04
family_friendly_score: 0.0
submission_type: basic
model_repo: ChaiML/albert-sft-intent-romance
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 4
max_input_tokens: 1024
max_output_tokens: 64
latencies: [{'batch_size': 1, 'throughput': 0.6353172621621632, 'latency_mean': 1.5739562451839446, 'latency_p50': 1.5750454664230347, 'latency_p90': 1.7372949361801147}, {'batch_size': 3, 'throughput': 1.2464297476194646, 'latency_mean': 2.3922046458721162, 'latency_p50': 2.386347770690918, 'latency_p90': 2.6226871490478514}, {'batch_size': 5, 'throughput': 1.5429663442474741, 'latency_mean': 3.2209274530410767, 'latency_p50': 3.2082839012145996, 'latency_p90': 3.611714482307434}, {'batch_size': 6, 'throughput': 1.6369215497206993, 'latency_mean': 3.6510767793655394, 'latency_p50': 3.640810012817383, 'latency_p90': 4.1564146995544435}, {'batch_size': 8, 'throughput': 1.7514645451067095, 'latency_mean': 4.540859227180481, 'latency_p50': 4.559045910835266, 'latency_p90': 5.1898243665695185}, {'batch_size': 10, 'throughput': 1.787935325901512, 'latency_mean': 5.5566982078552245, 'latency_p50': 5.643132925033569, 'latency_p90': 6.277586936950684}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: romance
is_internal_developer: True
language_model: ChaiML/albert-sft-intent-romance
model_size: 13B
ranking_group: single
throughput_3p7s: 1.65
us_pacific_date: 2024-09-16
win_ratio: 0.48408214509909425
generation_params: {'temperature': 0.9, 'top_p': 0.9, 'min_p': 0.05, 'top_k': 80, 'presence_penalty': 0.5, 'frequency_penalty': 0.5, 'stopping_words': ['\n', '</s>'], 'max_input_tokens': 1024, 'best_of': 4, 'max_output_tokens': 64}
formatter: {'memory_template': "{bot_name}'s Persona: {memory}\n##Try to make the conversation scary while stay in character##\n", 'prompt_template': '{prompt}\n<START>\n', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '{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 chaiml-albert-sft-intent-3850-v1-mkmlizer
Waiting for job on chaiml-albert-sft-intent-3850-v1-mkmlizer to finish
chaiml-albert-sft-intent-3850-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-albert-sft-intent-3850-v1-mkmlizer: ║ _____ __ __ ║
chaiml-albert-sft-intent-3850-v1-mkmlizer: ║ / _/ /_ ___ __/ / ___ ___ / / ║
chaiml-albert-sft-intent-3850-v1-mkmlizer: ║ / _/ / // / |/|/ / _ \/ -_) -_) / ║
chaiml-albert-sft-intent-3850-v1-mkmlizer: ║ /_//_/\_, /|__,__/_//_/\__/\__/_/ ║
chaiml-albert-sft-intent-3850-v1-mkmlizer: ║ /___/ ║
chaiml-albert-sft-intent-3850-v1-mkmlizer: ║ ║
chaiml-albert-sft-intent-3850-v1-mkmlizer: ║ Version: 0.10.1 ║
chaiml-albert-sft-intent-3850-v1-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
chaiml-albert-sft-intent-3850-v1-mkmlizer: ║ https://mk1.ai ║
chaiml-albert-sft-intent-3850-v1-mkmlizer: ║ ║
chaiml-albert-sft-intent-3850-v1-mkmlizer: ║ The license key for the current software has been verified as ║
chaiml-albert-sft-intent-3850-v1-mkmlizer: ║ belonging to: ║
chaiml-albert-sft-intent-3850-v1-mkmlizer: ║ ║
chaiml-albert-sft-intent-3850-v1-mkmlizer: ║ Chai Research Corp. ║
chaiml-albert-sft-intent-3850-v1-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
chaiml-albert-sft-intent-3850-v1-mkmlizer: ║ Expiration: 2024-10-15 23:59:59 ║
chaiml-albert-sft-intent-3850-v1-mkmlizer: ║ ║
chaiml-albert-sft-intent-3850-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
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chaiml-albert-sft-intent-3850-v1-mkmlizer: Downloaded to shared memory in 95.349s
chaiml-albert-sft-intent-3850-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpqk113r8k, device:0
chaiml-albert-sft-intent-3850-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-albert-sft-intent-3850-v1-mkmlizer: quantized model in 47.818s
chaiml-albert-sft-intent-3850-v1-mkmlizer: Processed model ChaiML/albert-sft-intent-romance in 143.167s
chaiml-albert-sft-intent-3850-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-albert-sft-intent-3850-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-albert-sft-intent-3850-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-albert-sft-intent-3850-v1
chaiml-albert-sft-intent-3850-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-albert-sft-intent-3850-v1/config.json
chaiml-albert-sft-intent-3850-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-albert-sft-intent-3850-v1/special_tokens_map.json
chaiml-albert-sft-intent-3850-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-albert-sft-intent-3850-v1/tokenizer_config.json
chaiml-albert-sft-intent-3850-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-albert-sft-intent-3850-v1/tokenizer.json
chaiml-albert-sft-intent-3850-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-albert-sft-intent-3850-v1/flywheel_model.0.safetensors
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Job chaiml-albert-sft-intent-3850-v1-mkmlizer completed after 167.02s with status: succeeded
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Creating inference service chaiml-albert-sft-intent-3850-v1
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Failed to get response for submission blend_hokok_2024-09-09: ('http://neversleep-noromaid-v0-8068-v150-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission blend_hokok_2024-09-09: ('http://neversleep-noromaid-v0-8068-v150-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission blend_hokok_2024-09-09: ('http://neversleep-noromaid-v0-8068-v150-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
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Failed to get response for submission blend_tagim_2024-09-14: ('http://sao10k-mn-12b-lyra-v4a1-v3-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'request timeout')
Inference service chaiml-albert-sft-intent-3850-v1 ready after 181.0052740573883s
Pipeline stage MKMLDeployer completed in 181.39s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.689835786819458s
Received healthy response to inference request in 1.6784923076629639s
Received healthy response to inference request in 1.862316608428955s
Received healthy response to inference request in 1.872511863708496s
Received healthy response to inference request in 2.1243085861206055s
5 requests
0 failed requests
5th percentile: 1.715257167816162
10th percentile: 1.7520220279693604
20th percentile: 1.8255517482757568
30th percentile: 1.8643556594848634
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60th percentile: 1.9732305526733398
70th percentile: 2.0739492416381835
80th percentile: 2.237414026260376
90th percentile: 2.463624906539917
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99th percentile: 2.6672146987915037
mean time: 2.0454930305480956
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Inference service chaiml-albert-sft-intent-3850-v1-profiler ready after 170.46266055107117s
Pipeline stage MKMLProfilerDeployer completed in 170.96s
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kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/chaiml-albert-sft-in1fc4c581431cba30c81583901622f26e-deplo5mttz:/code/chaiverse_profiler_1726555516 --namespace tenant-chaiml-guanaco
kubectl exec -it chaiml-albert-sft-in1fc4c581431cba30c81583901622f26e-deplo5mttz --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1726555516 && python profiles.py profile --best_of_n 4 --auto_batch 5 --batches 1,5,10,15,20,25,30,35,40,45,50,55,60,65,70,75,80,85,90,95,100,105,110,115,120,125,130,135,140,145,150,155,160,165,170,175,180,185,190,195 --samples 200 --input_tokens 1024 --output_tokens 64 --summary /code/chaiverse_profiler_1726555516/summary.json'
kubectl exec -it chaiml-albert-sft-in1fc4c581431cba30c81583901622f26e-deplo5mttz --namespace tenant-chaiml-guanaco -- bash -c 'cat /code/chaiverse_profiler_1726555516/summary.json'
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Deleting key chaiml-albert-sft-intent-3850-v1/special_tokens_map.json from bucket guanaco-mkml-models
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