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add cp/ edge to supported libs. #864

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merged 6 commits into from
Aug 28, 2024
Merged

add cp/ edge to supported libs. #864

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055f065
add cp/ edge to supported libs.
Vaibhavs10 Aug 24, 2024
847c264
Merge branch 'main' into vb/add-cp-library
Vaibhavs10 Aug 26, 2024
1228688
update + code review suggestions.
Vaibhavs10 Aug 27, 2024
860ab6e
Merge branch 'vb/add-cp-library' of https://github.com/huggingface/hu…
Vaibhavs10 Aug 27, 2024
73747da
Update packages/tasks/src/model-libraries-snippets.ts
Vaibhavs10 Aug 27, 2024
4cc13ac
Merge branch 'main' into vb/add-cp-library
Vaibhavs10 Aug 28, 2024
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39 changes: 39 additions & 0 deletions packages/tasks/src/model-libraries-snippets.ts
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Expand Up @@ -170,6 +170,45 @@ export const diffusers = (model: ModelData): string[] => {
}
};

export const cartesia_pytorch = (model: ModelData): string[] => [
`# pip install --no-binary :all: cartesia-pytorch
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from cartesia_pytorch import ReneLMHeadModel
from transformers import AutoTokenizer

model = ReneLMHeadModel.from_pretrained("${model.id}")
tokenizer = AutoTokenizer.from_pretrained("allenai/OLMo-1B-hf")
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I would suggest pushing the tokenizer to the new repo. Usually tokenizers also come in the model repo


in_message = ["Rene Descartes was"]
inputs = tokenizer(in_message, return_tensors="pt")

outputs = model.generate(inputs.input_ids.cuda(), max_length=50, top_k=100, top_p=0.99)
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out_message = tokenizer.batch_decode(outputs, skip_special_tokens=True)[0]

print(out_message)
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)`,
];

export const cartesia_mlx = (model: ModelData): string[] => [
`import mlx.core as mx
import cartesia_mlx as cmx

model = cmx.from_pretrained("${model.id}")
model.set_dtype(mx.float32)
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is this necessary? (just curious)

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According to their official snippet, yes! but I haven't been able to test it till now.


prompt = "Rene Descartes was"

for text in model.generate(
prompt,
max_tokens=500,
eval_every_n=5,
verbose=True,
top_p=0.99,
temperature=0.85,
):
print(text, end="", flush=True)
`,
];

export const edsnlp = (model: ModelData): string[] => {
const packageName = nameWithoutNamespace(model.id).replaceAll("-", "_");
return [
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12 changes: 12 additions & 0 deletions packages/tasks/src/model-libraries.ts
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Expand Up @@ -179,6 +179,18 @@ export const MODEL_LIBRARIES_UI_ELEMENTS = {
repoName: "doctr",
repoUrl: "https://github.com/mindee/doctr",
},
cartesia_pytorch: {
prettyLabel: "Cartesia Pytorch",
repoName: "Cartesia Pytorch",
repoUrl: "https://github.com/cartesia-ai/cartesia_pytorch",
snippets: snippets.cartesia_pytorch,
},
cartesia_mlx: {
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I'm unsure if this is the correct library_name - I will wait for confirmation before the merge.

prettyLabel: "Cartesia MLX",
repoName: "Cartesia MLX",
repoUrl: "https://github.com/cartesia-ai/cartesia_mlx",
snippets: snippets.cartesia_mlx,
},
edsnlp: {
prettyLabel: "EDS-NLP",
repoName: "edsnlp",
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