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Model: TechxGenus-MS/Typst-Coder-1.5B Source: Original Platform
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README.md
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README.md
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---
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tags:
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- code
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base_model:
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- 01-ai/Yi-Coder-1.5B
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library_name: transformers
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pipeline_tag: text-generation
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license: apache-2.0
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---
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# Typst-Coder
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<p align="center">
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<a href="https://huggingface.co/TechxGenus/Typst-Coder-1.5B">[🤖Models]</a> |
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<a href="https://github.com/TechxGenus/Typst-Coder">[🛠️Code]</a> |
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<a href="https://huggingface.co/datasets/TechxGenus/Typst-Train">[📊Data]</a> |
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</p>
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<hr>
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- [Typst-Coder](#typst-coder)
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- [Introduction](#introduction)
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- [Usage](#usage)
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<hr>
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## Introduction
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While working with Typst documents, we noticed that AI programming assistants often generate poor results. I understand that these assistants may perform better in languages like Python and JavaScript, which benefit from more extensive datasets and feedback signals from executable code, unlike HTML or Markdown. However, current LLMs even frequently struggle to produce accurate Typst syntax, including models like GPT-4o and Claude-3.5-Sonnet.
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Upon further investigation, we found that because Typst is a relatively new language, training data for it is scarce. GitHub's search tool doesn't categorize it as a language for code yet, and The Stack v1/v2 don’t include Typst. No open code LLMs currently list it as a supported language, either. To address this, we developed this project aimed at collecting relevant data and training models to improve Typst support in AI programming tools.
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## Usage
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An example script is shown below:
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```python
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import torch
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from transformers import AutoTokenizer, AutoModelForCausalLM
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tokenizer = AutoTokenizer.from_pretrained("TechxGenus/Typst-Coder-1.5B")
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model = AutoModelForCausalLM.from_pretrained(
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"TechxGenus/Typst-Coder-1.5B",
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torch_dtype=torch.bfloat16,
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device_map="auto"
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)
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messages = [
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{"role": "user", "content": "Hi!"},
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]
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prompt = tokenizer.apply_chat_template(
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messages,
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tokenize=False,
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add_generation_prompt=True
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)
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inputs = tokenizer.encode(prompt, return_tensors="pt")
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outputs = model.generate(input_ids=inputs.to(model.device), max_new_tokens=512)
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print(tokenizer.decode(outputs[0]))
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```
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config.json
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{
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"_name_or_path": "01-ai/Yi-Coder-1.5B-Chat",
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"architectures": [
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"LlamaForCausalLM"
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],
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"attention_bias": false,
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"attention_dropout": 0.0,
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"bos_token_id": 1,
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"eos_token_id": 2,
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"head_dim": 128,
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"hidden_act": "silu",
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"hidden_size": 2048,
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"initializer_range": 0.02,
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"intermediate_size": 5504,
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"max_position_embeddings": 131072,
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"mlp_bias": false,
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"model_type": "llama",
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"num_attention_heads": 16,
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"num_hidden_layers": 24,
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"num_key_value_heads": 16,
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"pad_token_id": 0,
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"pretraining_tp": 1,
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"rms_norm_eps": 1e-05,
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"rope_scaling": null,
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"rope_theta": 10000000,
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"tie_word_embeddings": false,
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"torch_dtype": "bfloat16",
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"transformers_version": "4.45.2",
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"use_cache": false,
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"vocab_size": 64000
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}
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configuration.json
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{"framework": "pytorch", "task": "text-generation", "allow_remote": true}
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generation_config.json
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{
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"_from_model_config": true,
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"bos_token_id": 1,
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"eos_token_id": 2,
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"pad_token_id": 0,
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"transformers_version": "4.45.2"
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:1a4a889a3176def9f8102cc75f1b8f98f638db37889f1fbf06c23262101ec1fc
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size 2953016024
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special_tokens_map.json
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{
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"bos_token": {
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"content": "<|startoftext|>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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},
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"eos_token": {
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"content": "<|im_end|>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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},
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"pad_token": {
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"content": "<unk>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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},
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"unk_token": {
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"content": "<unk>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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}
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}
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version https://git-lfs.github.com/spec/v1
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oid sha256:386c49cf943d71aa110361135338c50e38beeff0a66593480421f37b319e1a39
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size 1033105
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tokenizer_config.json
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