Add app
Browse files- Dockerfile +18 -0
- README.md +0 -1
- app.py +144 -0
- requirements.in +12 -0
- requirements.txt +505 -0
Dockerfile
ADDED
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FROM python:3.12
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COPY --from=ghcr.io/astral-sh/uv:0.4.20 /uv /bin/uv
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# Set up a new user named "user" with user ID 1000
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RUN useradd -m -u 1000 user
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ENV PATH="/home/user/.local/bin:$PATH"
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ENV UV_SYSTEM_PYTHON=1
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WORKDIR /app
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COPY --chown=user ./requirements.txt requirements.txt
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RUN uv pip install -r requirements.txt
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COPY --chown=user . /app
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# Switch to the "user" user
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USER user
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CMD ["solara", "run", "app.py", "--host", "0.0.0.0", "--port", "7860"]
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README.md
CHANGED
@@ -9,4 +9,3 @@ license: apache-2.0
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short_description: Forcing a language model not to use a vowel
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---
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-
Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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short_description: Forcing a language model not to use a vowel
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---
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app.py
ADDED
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import re
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from threading import Thread
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from typing import List
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import torch
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import solara
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from unicodedata import normalize
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from transformers import AutoModelForCausalLM, AutoTokenizer, TextIteratorStreamer
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from transformers.generation import LogitsProcessor
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from typing_extensions import TypedDict
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device = torch.device('cuda' if torch.cuda.is_available() else 'cpu')
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model_id = "Qwen/Qwen3-0.6B"
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model = AutoModelForCausalLM.from_pretrained(
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model_id, cache_dir="/big_storage/llms/hf_models/"
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).to(device)
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tokenizer = AutoTokenizer.from_pretrained(model_id)
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streamer = TextIteratorStreamer(tokenizer, skip_prompt=True)
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def response_generator(user_input, logits_processor=[], enable_thinking=False):
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prompt = tokenizer.apply_chat_template(
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[{"role": "user", "content": user_input}],
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tokenize=False,
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add_generation_prompt=True,
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enable_thinking=enable_thinking
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)
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model_inputs = tokenizer(prompt, return_tensors="pt").to(device)
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generation_kwargs = dict(
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model_inputs,
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streamer=streamer,
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logits_processor=logits_processor,
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max_new_tokens=4 * 1024,
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do_sample=True,
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temperature=0.7,
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top_p=1.0,
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top_k=50,
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)
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thread = Thread(target=model.generate, kwargs=generation_kwargs)
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thread.start()
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for chunk in streamer:
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if tokenizer.eos_token in chunk or tokenizer.pad_token in chunk:
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chunk = chunk.split(tokenizer.eos_token)[0]
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chunk = chunk.split(tokenizer.pad_token)[0]
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yield chunk
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thread.join()
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list_of_vowels = ["a", "e", "i", "o", "u"]
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tokens_per_vowel = dict()
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for vowel in list_of_vowels:
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tokens_containing_a_given_vowel = []
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for token_id in range(tokenizer.vocab_size):
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if (
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vowel in tokenizer.decode(token_id)
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or vowel.upper() in tokenizer.decode(token_id)
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or normalize('NFC', f"{vowel}\u0300") in tokenizer.decode(token_id)
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or normalize('NFC', f"{vowel}\u0301") in tokenizer.decode(token_id)
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or normalize('NFC', f"{vowel}\u0302") in tokenizer.decode(token_id)
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or normalize('NFC', f"{vowel}\u0303") in tokenizer.decode(token_id)
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or normalize('NFC', f"{vowel}\u0308") in tokenizer.decode(token_id)
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):
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tokens_containing_a_given_vowel.append(token_id)
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tokens_per_vowel[vowel] = tokens_containing_a_given_vowel
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class GeorgePerecLogitsProcessor(LogitsProcessor):
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def __init__(self, forbidden_tokens: List[int]):
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self.forbidden_tokens = forbidden_tokens
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def __call__(
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self, input_ids: torch.LongTensor, scores: torch.FloatTensor
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) -> torch.FloatTensor:
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scores_processed = scores.clone()
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vocab_tensor = torch.arange(scores.shape[-1], device=scores.device)
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forbidden_tokens = torch.tensor(self.forbidden_tokens, device=scores.device)
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forbidden_tokens_mask = torch.isin(vocab_tensor, forbidden_tokens)
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scores_processed = torch.where(forbidden_tokens_mask, -torch.inf, scores)
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return scores_processed
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def add_chunk_to_ai_message(chunk: str):
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messages.value = [
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*messages.value[:-1],
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{
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"role": "assistant",
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"content": messages.value[-1]["content"] + chunk,
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},
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]
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class MessageDict(TypedDict):
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role: str
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content: str
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messages: solara.Reactive[List[MessageDict]] = solara.reactive([])
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enable_thinking_options = [True, False]
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enable_thinking = solara.reactive(False)
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vowels = ["a", "e", "i", "o", "u", "None"]
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vowel = solara.reactive("e")
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@solara.component
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def Page():
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solara.lab.theme.themes.light.primary = "#0000ff"
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solara.lab.theme.themes.light.secondary = "#0000ff"
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solara.lab.theme.themes.dark.primary = "#0000ff"
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solara.lab.theme.themes.dark.secondary = "#0000ff"
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title = "Georges Perec"
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with solara.Head():
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solara.Title(f"{title}")
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with solara.Column(align="center"):
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with solara.Sidebar():
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solara.Markdown("# G⎵org⎵s P⎵r⎵c")
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solara.Markdown("## Forcing a language model not to use a vowel")
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solara.Markdown("Select a forbidden vowel:")
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solara.ToggleButtonsSingle(value=vowel, values=vowels)
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solara.Markdown("Enable thinking:")
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solara.ToggleButtonsSingle(value=enable_thinking, values=enable_thinking_options)
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if vowel.value == "None":
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logits_processor = []
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else:
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logits_processor = [
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GeorgePerecLogitsProcessor(
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forbidden_tokens=tokens_per_vowel[vowel.value],
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)
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]
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user_message_count = len([m for m in messages.value if m["role"] == "user"])
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def send(message):
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messages.value = [*messages.value, {"role": "user", "content": message}]
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def response(message):
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messages.value = [*messages.value, {"role": "assistant", "content": ""}]
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for chunk in response_generator(message, logits_processor=logits_processor, enable_thinking=enable_thinking.value):
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add_chunk_to_ai_message(chunk)
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def result():
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if messages.value != []:
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response(messages.value[-1]["content"])
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result = solara.lab.use_task(result, dependencies=[user_message_count])
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with solara.lab.ChatBox(style={"position": "fixed", "overflow-y": "scroll","scrollbar-width": "none", "-ms-overflow-style": "none", "top": "0", "bottom": "10rem", "width": "60%"}):
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for item in messages.value:
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with solara.lab.ChatMessage(
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user=item["role"] == "user",
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name="User" if item["role"] == "user" else "Assistant",
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avatar_background_color="#33cccc" if item["role"] == "assistant" else "#ff991f",
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border_radius="20px",
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style="background-color:darkgrey!important;" if solara.lab.theme.dark_effective else "background-color:lightgrey!important;"
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):
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solara.Markdown(item["content"])
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solara.lab.ChatInput(send_callback=send, style={"position": "fixed", "bottom": "3rem", "width": "60%"})
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requirements.in
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jupyterlab
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jupyterlab_execute_time
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black
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isort
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ruff
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jupyterlab_code_formatter
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jupytext
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ipywidgets
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torch
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transformers
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openai
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solara
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requirements.txt
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|
1 |
+
# This file was autogenerated by uv via the following command:
|
2 |
+
# uv pip compile requirements.in
|
3 |
+
annotated-types==0.7.0
|
4 |
+
# via pydantic
|
5 |
+
anyio==4.9.0
|
6 |
+
# via
|
7 |
+
# httpx
|
8 |
+
# jupyter-server
|
9 |
+
# openai
|
10 |
+
# starlette
|
11 |
+
# watchfiles
|
12 |
+
argon2-cffi==25.1.0
|
13 |
+
# via jupyter-server
|
14 |
+
argon2-cffi-bindings==21.2.0
|
15 |
+
# via argon2-cffi
|
16 |
+
arrow==1.3.0
|
17 |
+
# via isoduration
|
18 |
+
asttokens==3.0.0
|
19 |
+
# via stack-data
|
20 |
+
async-lru==2.0.5
|
21 |
+
# via jupyterlab
|
22 |
+
attrs==25.3.0
|
23 |
+
# via
|
24 |
+
# jsonschema
|
25 |
+
# referencing
|
26 |
+
babel==2.17.0
|
27 |
+
# via jupyterlab-server
|
28 |
+
beautifulsoup4==4.13.4
|
29 |
+
# via nbconvert
|
30 |
+
black==25.1.0
|
31 |
+
# via -r requirements.in
|
32 |
+
bleach==6.2.0
|
33 |
+
# via nbconvert
|
34 |
+
cachetools==6.1.0
|
35 |
+
# via solara-ui
|
36 |
+
certifi==2025.7.14
|
37 |
+
# via
|
38 |
+
# httpcore
|
39 |
+
# httpx
|
40 |
+
# requests
|
41 |
+
cffi==1.17.1
|
42 |
+
# via argon2-cffi-bindings
|
43 |
+
charset-normalizer==3.4.2
|
44 |
+
# via requests
|
45 |
+
click==8.2.1
|
46 |
+
# via
|
47 |
+
# black
|
48 |
+
# rich-click
|
49 |
+
# solara-server
|
50 |
+
# uvicorn
|
51 |
+
comm==0.2.2
|
52 |
+
# via
|
53 |
+
# ipykernel
|
54 |
+
# ipywidgets
|
55 |
+
debugpy==1.8.15
|
56 |
+
# via ipykernel
|
57 |
+
decorator==5.2.1
|
58 |
+
# via ipython
|
59 |
+
defusedxml==0.7.1
|
60 |
+
# via nbconvert
|
61 |
+
distro==1.9.0
|
62 |
+
# via openai
|
63 |
+
executing==2.2.0
|
64 |
+
# via stack-data
|
65 |
+
fastjsonschema==2.21.1
|
66 |
+
# via nbformat
|
67 |
+
filelock==3.18.0
|
68 |
+
# via
|
69 |
+
# huggingface-hub
|
70 |
+
# solara-server
|
71 |
+
# torch
|
72 |
+
# transformers
|
73 |
+
fqdn==1.5.1
|
74 |
+
# via jsonschema
|
75 |
+
fsspec==2025.7.0
|
76 |
+
# via
|
77 |
+
# huggingface-hub
|
78 |
+
# torch
|
79 |
+
h11==0.16.0
|
80 |
+
# via
|
81 |
+
# httpcore
|
82 |
+
# uvicorn
|
83 |
+
hf-xet==1.1.5
|
84 |
+
# via huggingface-hub
|
85 |
+
httpcore==1.0.9
|
86 |
+
# via httpx
|
87 |
+
httpx==0.28.1
|
88 |
+
# via
|
89 |
+
# jupyterlab
|
90 |
+
# openai
|
91 |
+
huggingface-hub==0.33.4
|
92 |
+
# via
|
93 |
+
# tokenizers
|
94 |
+
# transformers
|
95 |
+
humanize==4.12.3
|
96 |
+
# via solara-ui
|
97 |
+
idna==3.10
|
98 |
+
# via
|
99 |
+
# anyio
|
100 |
+
# httpx
|
101 |
+
# jsonschema
|
102 |
+
# requests
|
103 |
+
ipykernel==6.29.5
|
104 |
+
# via
|
105 |
+
# jupyterlab
|
106 |
+
# solara-server
|
107 |
+
ipython==9.4.0
|
108 |
+
# via
|
109 |
+
# ipykernel
|
110 |
+
# ipywidgets
|
111 |
+
ipython-pygments-lexers==1.1.1
|
112 |
+
# via ipython
|
113 |
+
ipyvue==1.11.2
|
114 |
+
# via
|
115 |
+
# ipyvuetify
|
116 |
+
# solara-ui
|
117 |
+
ipyvuetify==1.11.3
|
118 |
+
# via solara-ui
|
119 |
+
ipywidgets==8.1.7
|
120 |
+
# via
|
121 |
+
# -r requirements.in
|
122 |
+
# ipyvue
|
123 |
+
# reacton
|
124 |
+
# solara-ui
|
125 |
+
isoduration==20.11.0
|
126 |
+
# via jsonschema
|
127 |
+
isort==6.0.1
|
128 |
+
# via -r requirements.in
|
129 |
+
jedi==0.19.2
|
130 |
+
# via ipython
|
131 |
+
jinja2==3.1.6
|
132 |
+
# via
|
133 |
+
# jupyter-server
|
134 |
+
# jupyterlab
|
135 |
+
# jupyterlab-server
|
136 |
+
# nbconvert
|
137 |
+
# solara-server
|
138 |
+
# torch
|
139 |
+
jiter==0.10.0
|
140 |
+
# via openai
|
141 |
+
json5==0.12.0
|
142 |
+
# via jupyterlab-server
|
143 |
+
jsonpointer==3.0.0
|
144 |
+
# via jsonschema
|
145 |
+
jsonschema==4.24.1
|
146 |
+
# via
|
147 |
+
# jupyter-events
|
148 |
+
# jupyterlab-server
|
149 |
+
# nbformat
|
150 |
+
jsonschema-specifications==2025.4.1
|
151 |
+
# via jsonschema
|
152 |
+
jupyter-client==8.6.3
|
153 |
+
# via
|
154 |
+
# ipykernel
|
155 |
+
# jupyter-server
|
156 |
+
# nbclient
|
157 |
+
# solara-server
|
158 |
+
jupyter-core==5.8.1
|
159 |
+
# via
|
160 |
+
# ipykernel
|
161 |
+
# jupyter-client
|
162 |
+
# jupyter-server
|
163 |
+
# jupyterlab
|
164 |
+
# nbclient
|
165 |
+
# nbconvert
|
166 |
+
# nbformat
|
167 |
+
jupyter-events==0.12.0
|
168 |
+
# via jupyter-server
|
169 |
+
jupyter-lsp==2.2.5
|
170 |
+
# via jupyterlab
|
171 |
+
jupyter-server==2.16.0
|
172 |
+
# via
|
173 |
+
# jupyter-lsp
|
174 |
+
# jupyterlab
|
175 |
+
# jupyterlab-code-formatter
|
176 |
+
# jupyterlab-server
|
177 |
+
# notebook-shim
|
178 |
+
jupyter-server-terminals==0.5.3
|
179 |
+
# via jupyter-server
|
180 |
+
jupyterlab==4.4.4
|
181 |
+
# via
|
182 |
+
# -r requirements.in
|
183 |
+
# jupyterlab-execute-time
|
184 |
+
jupyterlab-code-formatter==3.0.2
|
185 |
+
# via -r requirements.in
|
186 |
+
jupyterlab-execute-time==3.2.0
|
187 |
+
# via -r requirements.in
|
188 |
+
jupyterlab-pygments==0.3.0
|
189 |
+
# via nbconvert
|
190 |
+
jupyterlab-server==2.27.3
|
191 |
+
# via jupyterlab
|
192 |
+
jupyterlab-widgets==3.0.15
|
193 |
+
# via ipywidgets
|
194 |
+
jupytext==1.17.2
|
195 |
+
# via -r requirements.in
|
196 |
+
markdown==3.8.2
|
197 |
+
# via
|
198 |
+
# pymdown-extensions
|
199 |
+
# solara-ui
|
200 |
+
markdown-it-py==3.0.0
|
201 |
+
# via
|
202 |
+
# jupytext
|
203 |
+
# mdit-py-plugins
|
204 |
+
# rich
|
205 |
+
markupsafe==3.0.2
|
206 |
+
# via
|
207 |
+
# jinja2
|
208 |
+
# nbconvert
|
209 |
+
matplotlib-inline==0.1.7
|
210 |
+
# via
|
211 |
+
# ipykernel
|
212 |
+
# ipython
|
213 |
+
mdit-py-plugins==0.4.2
|
214 |
+
# via jupytext
|
215 |
+
mdurl==0.1.2
|
216 |
+
# via markdown-it-py
|
217 |
+
mistune==3.1.3
|
218 |
+
# via nbconvert
|
219 |
+
mpmath==1.3.0
|
220 |
+
# via sympy
|
221 |
+
mypy-extensions==1.1.0
|
222 |
+
# via black
|
223 |
+
nbclient==0.10.2
|
224 |
+
# via nbconvert
|
225 |
+
nbconvert==7.16.6
|
226 |
+
# via jupyter-server
|
227 |
+
nbformat==5.10.4
|
228 |
+
# via
|
229 |
+
# jupyter-server
|
230 |
+
# jupytext
|
231 |
+
# nbclient
|
232 |
+
# nbconvert
|
233 |
+
# solara-server
|
234 |
+
nest-asyncio==1.6.0
|
235 |
+
# via ipykernel
|
236 |
+
networkx==3.5
|
237 |
+
# via torch
|
238 |
+
notebook-shim==0.2.4
|
239 |
+
# via jupyterlab
|
240 |
+
numpy==2.3.1
|
241 |
+
# via
|
242 |
+
# solara-ui
|
243 |
+
# transformers
|
244 |
+
nvidia-cublas-cu12==12.6.4.1
|
245 |
+
# via
|
246 |
+
# nvidia-cudnn-cu12
|
247 |
+
# nvidia-cusolver-cu12
|
248 |
+
# torch
|
249 |
+
nvidia-cuda-cupti-cu12==12.6.80
|
250 |
+
# via torch
|
251 |
+
nvidia-cuda-nvrtc-cu12==12.6.77
|
252 |
+
# via torch
|
253 |
+
nvidia-cuda-runtime-cu12==12.6.77
|
254 |
+
# via torch
|
255 |
+
nvidia-cudnn-cu12==9.5.1.17
|
256 |
+
# via torch
|
257 |
+
nvidia-cufft-cu12==11.3.0.4
|
258 |
+
# via torch
|
259 |
+
nvidia-cufile-cu12==1.11.1.6
|
260 |
+
# via torch
|
261 |
+
nvidia-curand-cu12==10.3.7.77
|
262 |
+
# via torch
|
263 |
+
nvidia-cusolver-cu12==11.7.1.2
|
264 |
+
# via torch
|
265 |
+
nvidia-cusparse-cu12==12.5.4.2
|
266 |
+
# via
|
267 |
+
# nvidia-cusolver-cu12
|
268 |
+
# torch
|
269 |
+
nvidia-cusparselt-cu12==0.6.3
|
270 |
+
# via torch
|
271 |
+
nvidia-nccl-cu12==2.26.2
|
272 |
+
# via torch
|
273 |
+
nvidia-nvjitlink-cu12==12.6.85
|
274 |
+
# via
|
275 |
+
# nvidia-cufft-cu12
|
276 |
+
# nvidia-cusolver-cu12
|
277 |
+
# nvidia-cusparse-cu12
|
278 |
+
# torch
|
279 |
+
nvidia-nvtx-cu12==12.6.77
|
280 |
+
# via torch
|
281 |
+
openai==1.97.0
|
282 |
+
# via -r requirements.in
|
283 |
+
overrides==7.7.0
|
284 |
+
# via jupyter-server
|
285 |
+
packaging==25.0
|
286 |
+
# via
|
287 |
+
# black
|
288 |
+
# huggingface-hub
|
289 |
+
# ipykernel
|
290 |
+
# jupyter-events
|
291 |
+
# jupyter-server
|
292 |
+
# jupyterlab
|
293 |
+
# jupyterlab-code-formatter
|
294 |
+
# jupyterlab-server
|
295 |
+
# jupytext
|
296 |
+
# nbconvert
|
297 |
+
# transformers
|
298 |
+
pandocfilters==1.5.1
|
299 |
+
# via nbconvert
|
300 |
+
parso==0.8.4
|
301 |
+
# via jedi
|
302 |
+
pathspec==0.12.1
|
303 |
+
# via black
|
304 |
+
pexpect==4.9.0
|
305 |
+
# via ipython
|
306 |
+
pillow==11.3.0
|
307 |
+
# via solara-ui
|
308 |
+
platformdirs==4.3.8
|
309 |
+
# via
|
310 |
+
# black
|
311 |
+
# jupyter-core
|
312 |
+
prometheus-client==0.22.1
|
313 |
+
# via jupyter-server
|
314 |
+
prompt-toolkit==3.0.51
|
315 |
+
# via ipython
|
316 |
+
psutil==7.0.0
|
317 |
+
# via ipykernel
|
318 |
+
ptyprocess==0.7.0
|
319 |
+
# via
|
320 |
+
# pexpect
|
321 |
+
# terminado
|
322 |
+
pure-eval==0.2.3
|
323 |
+
# via stack-data
|
324 |
+
pycparser==2.22
|
325 |
+
# via cffi
|
326 |
+
pydantic==2.11.7
|
327 |
+
# via openai
|
328 |
+
pydantic-core==2.33.2
|
329 |
+
# via pydantic
|
330 |
+
pygments==2.19.2
|
331 |
+
# via
|
332 |
+
# ipython
|
333 |
+
# ipython-pygments-lexers
|
334 |
+
# nbconvert
|
335 |
+
# rich
|
336 |
+
# solara-ui
|
337 |
+
pymdown-extensions==10.16
|
338 |
+
# via solara-ui
|
339 |
+
python-dateutil==2.9.0.post0
|
340 |
+
# via
|
341 |
+
# arrow
|
342 |
+
# jupyter-client
|
343 |
+
python-json-logger==3.3.0
|
344 |
+
# via jupyter-events
|
345 |
+
pyyaml==6.0.2
|
346 |
+
# via
|
347 |
+
# huggingface-hub
|
348 |
+
# jupyter-events
|
349 |
+
# jupytext
|
350 |
+
# pymdown-extensions
|
351 |
+
# transformers
|
352 |
+
pyzmq==27.0.0
|
353 |
+
# via
|
354 |
+
# ipykernel
|
355 |
+
# jupyter-client
|
356 |
+
# jupyter-server
|
357 |
+
reacton==1.9.1
|
358 |
+
# via solara-ui
|
359 |
+
referencing==0.36.2
|
360 |
+
# via
|
361 |
+
# jsonschema
|
362 |
+
# jsonschema-specifications
|
363 |
+
# jupyter-events
|
364 |
+
regex==2024.11.6
|
365 |
+
# via transformers
|
366 |
+
requests==2.32.4
|
367 |
+
# via
|
368 |
+
# huggingface-hub
|
369 |
+
# jupyterlab-server
|
370 |
+
# solara-ui
|
371 |
+
# transformers
|
372 |
+
rfc3339-validator==0.1.4
|
373 |
+
# via
|
374 |
+
# jsonschema
|
375 |
+
# jupyter-events
|
376 |
+
rfc3986-validator==0.1.1
|
377 |
+
# via
|
378 |
+
# jsonschema
|
379 |
+
# jupyter-events
|
380 |
+
rich==14.0.0
|
381 |
+
# via rich-click
|
382 |
+
rich-click==1.8.9
|
383 |
+
# via solara-server
|
384 |
+
rpds-py==0.26.0
|
385 |
+
# via
|
386 |
+
# jsonschema
|
387 |
+
# referencing
|
388 |
+
ruff==0.12.4
|
389 |
+
# via -r requirements.in
|
390 |
+
safetensors==0.5.3
|
391 |
+
# via transformers
|
392 |
+
send2trash==1.8.3
|
393 |
+
# via jupyter-server
|
394 |
+
setuptools==80.9.0
|
395 |
+
# via
|
396 |
+
# jupyterlab
|
397 |
+
# torch
|
398 |
+
# triton
|
399 |
+
six==1.17.0
|
400 |
+
# via
|
401 |
+
# python-dateutil
|
402 |
+
# rfc3339-validator
|
403 |
+
sniffio==1.3.1
|
404 |
+
# via
|
405 |
+
# anyio
|
406 |
+
# openai
|
407 |
+
solara==1.50.1
|
408 |
+
# via -r requirements.in
|
409 |
+
solara-server==1.50.1
|
410 |
+
# via solara
|
411 |
+
solara-ui==1.50.1
|
412 |
+
# via
|
413 |
+
# solara
|
414 |
+
# solara-server
|
415 |
+
soupsieve==2.7
|
416 |
+
# via beautifulsoup4
|
417 |
+
stack-data==0.6.3
|
418 |
+
# via ipython
|
419 |
+
starlette==0.47.1
|
420 |
+
# via solara-server
|
421 |
+
sympy==1.14.0
|
422 |
+
# via torch
|
423 |
+
terminado==0.18.1
|
424 |
+
# via
|
425 |
+
# jupyter-server
|
426 |
+
# jupyter-server-terminals
|
427 |
+
tinycss2==1.4.0
|
428 |
+
# via bleach
|
429 |
+
tokenizers==0.21.2
|
430 |
+
# via transformers
|
431 |
+
torch==2.7.1
|
432 |
+
# via -r requirements.in
|
433 |
+
tornado==6.5.1
|
434 |
+
# via
|
435 |
+
# ipykernel
|
436 |
+
# jupyter-client
|
437 |
+
# jupyter-server
|
438 |
+
# jupyterlab
|
439 |
+
# terminado
|
440 |
+
tqdm==4.67.1
|
441 |
+
# via
|
442 |
+
# huggingface-hub
|
443 |
+
# openai
|
444 |
+
# transformers
|
445 |
+
traitlets==5.14.3
|
446 |
+
# via
|
447 |
+
# comm
|
448 |
+
# ipykernel
|
449 |
+
# ipython
|
450 |
+
# ipywidgets
|
451 |
+
# jupyter-client
|
452 |
+
# jupyter-core
|
453 |
+
# jupyter-events
|
454 |
+
# jupyter-server
|
455 |
+
# jupyterlab
|
456 |
+
# matplotlib-inline
|
457 |
+
# nbclient
|
458 |
+
# nbconvert
|
459 |
+
# nbformat
|
460 |
+
transformers==4.53.2
|
461 |
+
# via -r requirements.in
|
462 |
+
triton==3.3.1
|
463 |
+
# via torch
|
464 |
+
types-python-dateutil==2.9.0.20250708
|
465 |
+
# via arrow
|
466 |
+
typing-extensions==4.14.1
|
467 |
+
# via
|
468 |
+
# anyio
|
469 |
+
# beautifulsoup4
|
470 |
+
# huggingface-hub
|
471 |
+
# openai
|
472 |
+
# pydantic
|
473 |
+
# pydantic-core
|
474 |
+
# reacton
|
475 |
+
# referencing
|
476 |
+
# rich-click
|
477 |
+
# starlette
|
478 |
+
# torch
|
479 |
+
# typing-inspection
|
480 |
+
typing-inspection==0.4.1
|
481 |
+
# via pydantic
|
482 |
+
uri-template==1.3.0
|
483 |
+
# via jsonschema
|
484 |
+
urllib3==2.5.0
|
485 |
+
# via requests
|
486 |
+
uvicorn==0.35.0
|
487 |
+
# via solara-server
|
488 |
+
watchdog==6.0.0
|
489 |
+
# via solara-server
|
490 |
+
watchfiles==1.1.0
|
491 |
+
# via solara-server
|
492 |
+
wcwidth==0.2.13
|
493 |
+
# via prompt-toolkit
|
494 |
+
webcolors==24.11.1
|
495 |
+
# via jsonschema
|
496 |
+
webencodings==0.5.1
|
497 |
+
# via
|
498 |
+
# bleach
|
499 |
+
# tinycss2
|
500 |
+
websocket-client==1.8.0
|
501 |
+
# via jupyter-server
|
502 |
+
websockets==15.0.1
|
503 |
+
# via solara-server
|
504 |
+
widgetsnbextension==4.0.14
|
505 |
+
# via ipywidgets
|