New report testing

Created on February 19|Last edited on February 22
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[project("stacey", "wave").artifact("source-wave-None").membershipForAlias("v322").artifactVersion, project("stacey", "wave").artifact("source-wave-None").membershipForAlias("v316").artifactVersion].map((row) => row.file("colab.ipynb"))
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* medium* medium
* large (possibly—not sure we can tokenize for it)* large (possibly—not sure we can tokenize for it)
# %%# %%
-## path to the registered model+# path to the registered model
# just wrap this function to do both?!?# just wrap this function to do both?!?
GPT_RM = "stacey/model-registry/tinybird"GPT_RM = "stacey/model-registry/tinybird"
#FT_MODEL = 'stacey/wave/gpt2-med-tune-3-compose-diff-templates:v0'#FT_MODEL = 'stacey/wave/gpt2-med-tune-3-compose-diff-templates:v0'
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  return model  return model
-model = load_model_variant("best_tuned", model_type=MODEL_TYPE, run_prefix="resurrect_")+#model = load_model_variant("best_tuned", model_type=MODEL_TYPE, run_prefix="resurrect_")
-#model = load_model_variant("longest_tune", model_type=MODEL_TYPE, run_prefix="resurrect_")+model = load_model_variant("longest_tune", model_type=MODEL_TYPE, run_prefix="resurrect_")
# %%# %%
to_tune = load_model_variant("medium")to_tune = load_model_variant("medium")
# %%# %%
## 1B Load any model from artifact## 1B Load any model from artifact
# %%# %%
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-  wandb.init(project=PROJECT, name=run_name, job_type="live-explore")+  wandb.init(project=PROJECT, job_type="live-explore")
  # is this an annoying hack..?  # is this an annoying hack..?
-  wandb.run.use_artifact("stacey/model-registry/tinybird:best_tuned")+  wandb.run.use_artifact("stacey/model-registry/tinybird:longest_tune")
# what do we want to put in the metadata for a series of prompt inputs?# what do we want to put in the metadata for a series of prompt inputs?
# - notes (what i was thinking/why)# - notes (what i was thinking/why)
# - timestamp# - timestamp
# - some sort of version / phase of exploration?# - some sort of version / phase of exploration?
# - template for how this should be loaded# - template for how this should be loaded
  human_time, timestamp = get_timestamps()  human_time, timestamp = get_timestamps()
  cfg = {  cfg = {
-infer(mon_5, "compose-explore", "Title: X. {Poem,Lyrics,Article}:", run_name="mon_5_test_best_tune", notes="comparing to longest_tune variant")+infer(mon_5, "compose-explore", "Title: X. {Poem,Lyrics,Article}:", run_name="mon_5_test_longest_tune", notes="comparing to longest_tune variant")
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# 7 Fun color mode# 7 Fun color mode
# %%# %%
def pretty(prompt, response):def pretty(prompt, response):
  resp = response[len(prompt):]  resp = response[len(prompt):]
  #resp.replace("\n", "<br>")  #resp.replace("\n", "<br>")
  html = f'<html><span style="color:green;font-family:Times New Roman">{prompt}</span><pre style="color:black;font-family:Times New Roman">{resp}</pre></html>'  html = f'<html><span style="color:green;font-family:Times New Roman">{prompt}</span><pre style="color:black;font-family:Times New Roman">{resp}</pre></html>'
  return wandb.Html(html)  return wandb.Html(html)
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