From b36fc7617bfb6a11a4ced2e7077f8e0f024608f2 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Tue, 26 May 2026 21:44:12 +0800 Subject: [PATCH] =?UTF-8?q?=E5=88=9D=E5=A7=8B=E5=8C=96=E9=A1=B9=E7=9B=AE?= =?UTF-8?q?=EF=BC=8C=E7=94=B1ModelHub=20XC=E7=A4=BE=E5=8C=BA=E6=8F=90?= =?UTF-8?q?=E4=BE=9B=E6=A8=A1=E5=9E=8B?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Model: smirki/UIGEN-FX-4B-08-27 Source: Original Platform --- .gitattributes | 51 ++++ README.md | 358 +++++++++++++++++++++++++++ added_tokens.json | 28 +++ chat_template.jinja | 289 ++++++++++++++++++++++ config.json | 70 ++++++ configuration.json | 1 + generation_config.json | 14 ++ merges.txt | 3 + model-00001-of-00002.safetensors | 3 + model-00002-of-00002.safetensors | 3 + model.safetensors.index.json | 406 +++++++++++++++++++++++++++++++ special_tokens_map.json | 31 +++ tokenizer.json | 3 + tokenizer_config.json | 240 ++++++++++++++++++ vocab.json | 3 + 15 files changed, 1503 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 added_tokens.json create mode 100644 chat_template.jinja create mode 100644 config.json create mode 100644 configuration.json create mode 100644 generation_config.json create mode 100644 merges.txt create mode 100644 model-00001-of-00002.safetensors create mode 100644 model-00002-of-00002.safetensors create mode 100644 model.safetensors.index.json create mode 100644 special_tokens_map.json create mode 100644 tokenizer.json create mode 100644 tokenizer_config.json create mode 100644 vocab.json diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..d2fc868 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,51 @@ +*.7z filter=lfs diff=lfs merge=lfs -text +*.arrow filter=lfs diff=lfs merge=lfs -text +*.bin filter=lfs diff=lfs merge=lfs -text +*.bin.* filter=lfs diff=lfs merge=lfs -text +*.bz2 filter=lfs diff=lfs merge=lfs -text +*.ftz filter=lfs diff=lfs merge=lfs -text +*.gz filter=lfs diff=lfs merge=lfs -text +*.h5 filter=lfs diff=lfs merge=lfs -text +*.joblib filter=lfs diff=lfs merge=lfs -text +*.lfs.* filter=lfs diff=lfs merge=lfs -text +*.model filter=lfs diff=lfs merge=lfs -text +*.msgpack filter=lfs diff=lfs merge=lfs -text +*.onnx filter=lfs diff=lfs merge=lfs -text +*.ot filter=lfs diff=lfs merge=lfs -text +*.parquet filter=lfs diff=lfs merge=lfs -text +*.pb filter=lfs diff=lfs merge=lfs -text +*.pt filter=lfs diff=lfs merge=lfs -text +*.pth filter=lfs diff=lfs merge=lfs -text +*.rar filter=lfs diff=lfs merge=lfs -text +saved_model/**/* filter=lfs diff=lfs merge=lfs -text +*.tar.* filter=lfs diff=lfs merge=lfs -text +*.tflite filter=lfs diff=lfs merge=lfs -text +*.tgz filter=lfs diff=lfs merge=lfs -text +*.xz filter=lfs diff=lfs merge=lfs -text +*.zip filter=lfs diff=lfs merge=lfs -text +*.zstandard filter=lfs diff=lfs merge=lfs -text +*.tfevents* filter=lfs diff=lfs merge=lfs -text +*.db* filter=lfs diff=lfs merge=lfs -text +*.ark* filter=lfs diff=lfs merge=lfs -text +**/*ckpt*data* filter=lfs diff=lfs merge=lfs -text +**/*ckpt*.meta filter=lfs diff=lfs merge=lfs -text +**/*ckpt*.index filter=lfs diff=lfs merge=lfs -text +*.safetensors filter=lfs diff=lfs merge=lfs -text +*.ckpt filter=lfs diff=lfs merge=lfs -text +*.gguf* filter=lfs diff=lfs merge=lfs -text +*.ggml filter=lfs diff=lfs merge=lfs -text +*.llamafile* filter=lfs diff=lfs merge=lfs -text +*.pt2 filter=lfs diff=lfs merge=lfs -text +*.mlmodel filter=lfs diff=lfs merge=lfs -text +*.npy filter=lfs diff=lfs merge=lfs -text +*.npz filter=lfs diff=lfs merge=lfs -text +*.pickle filter=lfs diff=lfs merge=lfs -text +*.pkl filter=lfs diff=lfs merge=lfs -text +*.tar filter=lfs diff=lfs merge=lfs -text +*.wasm filter=lfs diff=lfs merge=lfs -text +*.zst filter=lfs diff=lfs merge=lfs -text +*tfevents* filter=lfs diff=lfs merge=lfs -text + +merges.txt filter=lfs diff=lfs merge=lfs -text +tokenizer.json filter=lfs diff=lfs merge=lfs -text +vocab.json filter=lfs diff=lfs merge=lfs -text \ No newline at end of file diff --git a/README.md b/README.md new file mode 100644 index 0000000..b6c7442 --- /dev/null +++ b/README.md @@ -0,0 +1,358 @@ +--- +language: +- en +library_name: transformers +pipeline_tag: text-generation +license: apache-2.0 +base_model: +- Qwen/Qwen3-4B-Instruct-2507 +tags: +- web-generation +- html +- css +- tailwind-css +- ui-generation +- web-design +- small-model +- qwen3 +- transformers +model-index: +- name: UIGEN-FX-4B-Preview + results: [] +--- + + + +
+ +
+
@@@ ALERT @@@ — Research Preview: some generations may not be ready for production. Use repeat_penalty or frequency_penalty at >= 1.1
+ Tesslate • UIGEN Series +

UIGEN-FX-4B-Preview

+

+ FX = “Frontend Engineer.” This upgrade in the UIGEN line focuses on better visual polish, + functional structure, and web-ready markup to ship cleaner, more complete websites from a single prompt. +

+ +
+ Open weights + Web-only bias + Mobile-first output + Minimal JS by default +
+ +
+ Model Repo + Try in Designer + Demos + Website + Discord +
+ +
+ Hero sample + Pricing sample + Features sample + Hero alt + Pricing alt + Features alt +
+
+ +
+ +
+
+

What is FX?

+

+ UIGEN-FX-4B-Preview is a 4B parameter UI generation model tuned to behave like a + frontend engineer across 22 Frameworks. +

+
+
+

Why 4B?

+

+ Small enough for laptops and fast iteration, while keeping strong structure and visual consistency. + FX emphasizes layout rhythm, spacing, and component composition to reduce cleanup work. +

+
+
+ +
+ +

Quickstart

+ +

Transformers

+ 
+from transformers import AutoModelForCausalLM, AutoTokenizer
+import torch
+
+model_id = "Tesslate/UIGEN-FX-4B-Preview"
+tok = AutoTokenizer.from_pretrained(model_id)
+model = AutoModelForCausalLM.from_pretrained(
+    model_id,
+    torch_dtype=torch.bfloat16,
+    device_map="auto"
+)
+
+prompt = """Make a single-file landing page for 'LatticeDB'.
+Style: modern, generous whitespace, Tailwind, rounded-xl, soft gradients.
+Sections: navbar, hero (headline + 2 CTAs), features grid, pricing (3 tiers),
+FAQ accordion, footer. Constraints: semantic HTML, no external JS."""
+
+inputs = tok(prompt, return_tensors="pt").to(model.device)
+out = model.generate(**inputs, max_new_tokens=2200, temperature=0.6, top_p=0.9)
+print(tok.decode(out[0], skip_special_tokens=True))
+
+ +

vLLM

+ 
+vllm serve Tesslate/UIGEN-FX-4B-Preview \
+  --host 0.0.0.0 --port 8000 \
+  --max-model-len 65536 \
+  --gpu-memory-utilization 0.92
+
+ +

sglang

+ 
+python -m sglang.launch_server \
+  --model-path Tesslate/UIGEN-FX-4B-Preview \
+  --host 0.0.0.0 --port 5000 \
+  --mem-fraction-static 0.94 \
+  --attention-backend flashinfer \
+  --served-model-name UIGEN-FX-4B-Preview
+
+ +
Tip: Lower temperature (0.4–0.6) yields stricter, cleaner markup; raise it for more visual variety.
+ +
+ +

Suggested Inference Settings

+ + + + + + + + + +
ParamValueNotes
temperature0.6Balance creativity & consistency (lower if quantized)
top_p0.9Nucleus sampling
top_k40Optional vocab restriction
max_new_tokens1200–2500Single-file sites often fit < 1800
repetition_penalty1.08–1.15Reduces repetitive classes/markup
+ +
+ +

Prompts that work well

+
+
+

Starter

+ 
+Make a single-file landing page for "RasterFlow" (GPU video pipeline).
+Style: modern tech, muted palette, Tailwind, rounded-xl, subtle gradients.
+Sections: navbar, hero (big headline + 2 CTAs), logos row, features (3x cards),
+code block (copyable), pricing (3 tiers), FAQ accordion, footer.
+Constraints: semantic HTML, no external JS. Return ONLY the HTML code.
+
+
+
+

Design-strict

+ 
+Use an 8pt spacing system. Palette: slate with indigo accents.
+Typography scale: 14/16/18/24/36/56. Max width: 1200px.
+Avoid shadows > md; prefer borders/dividers; keep line-length ~68ch.
+
+
+
+ +
+ +

Quantization & VRAM (example)

+ + + + + + + +
FormatFootprintNotes
BF16~8.1 GBFastest, best fidelity
GGUF Q5_K_M~2.9 GBGreat quality/size trade-off
GGUF Q4_K_M~2.5 GBLaptop-friendly
+ +
+ +

Intended Use & Scope

+ + +
+ Limitations +
    +
  • Accessibility: headings/labels are encouraged; ARIA coverage may need review.
    • +
  • Complex widgets: JS kept minimal unless requested; consider post-edit for heavy interactivity.
    • +
+
+ +
+ Ethical Considerations +
    +
  • Use rights-cleared assets when adding logos/images.
    • +
  • Curate prompts responsibly; review outputs before production use.
    • +
+
+ +
+ +

Training Summary (research preview)

+ + +
+ +

Community

+ + +
“FX aims to ship what a frontend engineer would: clean structure first, pretty pixels second.” — Tesslate Team
+ +
+ +

Citation

+ 
+@misc{tesslate_uigen_fx_4b_2025,
+  title   = {UIGEN-FX-4B-Preview: Frontend Engineer-tuned web generation (Research Preview)},
+  author  = {Tesslate Team},
+  year    = {2025},
+  url     = {https://huggingface.co/Tesslate/UIGEN-FX-4B-Preview}
+}
+
+
diff --git a/added_tokens.json b/added_tokens.json new file mode 100644 index 0000000..b54f913 --- /dev/null +++ b/added_tokens.json @@ -0,0 +1,28 @@ +{ + "": 151668, + "": 151658, + "": 151666, + "": 151667, + "": 151657, + "": 151665, + "<|box_end|>": 151649, + "<|box_start|>": 151648, + "<|endoftext|>": 151643, + "<|file_sep|>": 151664, + "<|fim_middle|>": 151660, + "<|fim_pad|>": 151662, + "<|fim_prefix|>": 151659, + "<|fim_suffix|>": 151661, + "<|im_end|>": 151645, + "<|im_start|>": 151644, + "<|image_pad|>": 151655, + "<|object_ref_end|>": 151647, + "<|object_ref_start|>": 151646, + "<|quad_end|>": 151651, + "<|quad_start|>": 151650, + "<|repo_name|>": 151663, + "<|video_pad|>": 151656, + "<|vision_end|>": 151653, + "<|vision_pad|>": 151654, + "<|vision_start|>": 151652 +} diff --git a/chat_template.jinja b/chat_template.jinja new file mode 100644 index 0000000..465e19f --- /dev/null +++ b/chat_template.jinja @@ -0,0 +1,289 @@ +{% if 'role' in messages[0] %} +{%- if tools %} + {{- '<|im_start|>system +' }} + {%- if messages[0].role == 'system' %} + {{- messages[0].content + ' + +' }} + {%- endif %} + {{- "# Tools + +You may call one or more functions to assist with the user query. + +You are provided with function signatures within XML tags: +" }} + {%- for tool in tools %} + {{- " +" }} + {{- tool | tojson }} + {%- endfor %} + {{- " + + +For each function call, return a json object with function name and arguments within XML tags: + +{\"name\": , \"arguments\": } +<|im_end|> +" }} +{%- else %} + {%- if messages[0].role == 'system' %} + {{- '<|im_start|>system +' + messages[0].content + '<|im_end|> +' }} + {%- endif %} +{%- endif %} +{%- set ns = namespace(multi_step_tool=true, last_query_index=messages|length - 1) %} +{%- for forward_message in messages %} + {%- set index = (messages|length - 1) - loop.index0 %} + {%- set message = messages[index] %} + {%- set current_content = message.content if message.content is not none else '' %} + {%- set tool_start = '' %} + {%- set tool_start_length = tool_start|length %} + {%- set start_of_message = current_content[:tool_start_length] %} + {%- set tool_end = '' %} + {%- set tool_end_length = tool_end|length %} + {%- set start_pos = (current_content|length) - tool_end_length %} + {%- if start_pos < 0 %} + {%- set start_pos = 0 %} + {%- endif %} + {%- set end_of_message = current_content[start_pos:] %} + {%- if ns.multi_step_tool and message.role == "user" and not(start_of_message == tool_start and end_of_message == tool_end) %} + {%- set ns.multi_step_tool = false %} + {%- set ns.last_query_index = index %} + {%- endif %} +{%- endfor %} +{%- for message in messages %} + {%- if (message.role == "user") or (message.role == "system" and not loop.first) %} + {{- '<|im_start|>' + message.role + ' +' + message.content + '<|im_end|>' + ' +' }} + {%- elif message.role == "assistant" %} + {%- set content = message.content %} + {%- set reasoning_content = '' %} + {%- if message.reasoning_content is defined and message.reasoning_content is not none %} + {%- set reasoning_content = message.reasoning_content %} + {%- else %} + {%- if '' in message.content %} + {%- set content = (message.content.split('')|last).lstrip(' +') %} + {%- set reasoning_content = (message.content.split('')|first).rstrip(' +') %} + {%- set reasoning_content = (reasoning_content.split('')|last).lstrip(' +') %} + {%- endif %} + {%- endif %} + {%- if loop.index0 > ns.last_query_index %} + {%- if loop.last or (not loop.last and reasoning_content) %} + {{- '<|im_start|>' + message.role + ' + +' + reasoning_content.strip(' +') + ' + + +' + content.lstrip(' +') }} + {%- else %} + {{- '<|im_start|>' + message.role + ' +' + content }} + {%- endif %} + {%- else %} + {{- '<|im_start|>' + message.role + ' +' + content }} + {%- endif %} + {%- if message.tool_calls %} + {%- for tool_call in message.tool_calls %} + {%- if (loop.first and content) or (not loop.first) %} + {{- ' +' }} + {%- endif %} + {%- if tool_call.function %} + {%- set tool_call = tool_call.function %} + {%- endif %} + {{- ' +{"name": "' }} + {{- tool_call.name }} + {{- '", "arguments": ' }} + {%- if tool_call.arguments is string %} + {{- tool_call.arguments }} + {%- else %} + {{- tool_call.arguments | tojson }} + {%- endif %} + {{- '} +' }} + {%- endfor %} + {%- endif %} + {{- '<|im_end|> +' }} + {%- elif message.role == "tool" %} + {%- if loop.first or (messages[loop.index0 - 1].role != "tool") %} + {{- '<|im_start|>user' }} + {%- endif %} + {{- ' + +' }} + {{- message.content }} + {{- ' +' }} + {%- if loop.last or (messages[loop.index0 + 1].role != "tool") %} + {{- '<|im_end|> +' }} + {%- endif %} + {%- endif %} +{%- endfor %} +{%- if add_generation_prompt %} + {{- '<|im_start|>assistant +' }} + {%- if enable_thinking is defined and enable_thinking is false %} + {{- ' + + + +' }} + {%- endif %} +{%- endif %} +{% else %} +{%- if tools %} + {{- '<|im_start|>system +' }} + {%- if messages[0].role == 'system' %} + {{- messages[0].content + ' + +' }} + {%- endif %} + {{- "# Tools + +You may call one or more functions to assist with the user query. + +You are provided with function signatures within XML tags: +" }} + {%- for tool in tools %} + {{- " +" }} + {{- tool | tojson }} + {%- endfor %} + {{- " + + +For each function call, return a json object with function name and arguments within XML tags: + +{\"name\": , \"arguments\": } +<|im_end|> +" }} +{%- else %} + {%- if messages[0].role == 'system' %} + {{- '<|im_start|>system +' + messages[0].content + '<|im_end|> +' }} + {%- endif %} +{%- endif %} +{%- set ns = namespace(multi_step_tool=true, last_query_index=messages|length - 1) %} +{%- for forward_message in messages %} + {%- set index = (messages|length - 1) - loop.index0 %} + {%- set message = messages[index] %} + {%- set current_content = message.content if message.content is not none else '' %} + {%- set tool_start = '' %} + {%- set tool_start_length = tool_start|length %} + {%- set start_of_message = current_content[:tool_start_length] %} + {%- set tool_end = '' %} + {%- set tool_end_length = tool_end|length %} + {%- set start_pos = (current_content|length) - tool_end_length %} + {%- if start_pos < 0 %} + {%- set start_pos = 0 %} + {%- endif %} + {%- set end_of_message = current_content[start_pos:] %} + {%- if ns.multi_step_tool and message.role == "user" and not(start_of_message == tool_start and end_of_message == tool_end) %} + {%- set ns.multi_step_tool = false %} + {%- set ns.last_query_index = index %} + {%- endif %} +{%- endfor %} +{%- for message in messages %} + {%- if (message.role == "user") or (message.role == "system" and not loop.first) %} + {{- '<|im_start|>' + message.role + ' +' + message.content + '<|im_end|>' + ' +' }} + {%- elif message.role == "assistant" %} + {%- set content = message.content %} + {%- set reasoning_content = '' %} + {%- if message.reasoning_content is defined and message.reasoning_content is not none %} + {%- set reasoning_content = message.reasoning_content %} + {%- else %} + {%- if '' in message.content %} + {%- set content = (message.content.split('')|last).lstrip(' +') %} + {%- set reasoning_content = (message.content.split('')|first).rstrip(' +') %} + {%- set reasoning_content = (reasoning_content.split('')|last).lstrip(' +') %} + {%- endif %} + {%- endif %} + {%- if loop.index0 > ns.last_query_index %} + {%- if loop.last or (not loop.last and reasoning_content) %} + {{- '<|im_start|>' + message.role + ' + +' + reasoning_content.strip(' +') + ' + + +' + content.lstrip(' +') }} + {%- else %} + {{- '<|im_start|>' + message.role + ' +' + content }} + {%- endif %} + {%- else %} + {{- '<|im_start|>' + message.role + ' +' + content }} + {%- endif %} + {%- if message.tool_calls %} + {%- for tool_call in message.tool_calls %} + {%- if (loop.first and content) or (not loop.first) %} + {{- ' +' }} + {%- endif %} + {%- if tool_call.function %} + {%- set tool_call = tool_call.function %} + {%- endif %} + {{- ' +{"name": "' }} + {{- tool_call.name }} + {{- '", "arguments": ' }} + {%- if tool_call.arguments is string %} + {{- tool_call.arguments }} + {%- else %} + {{- tool_call.arguments | tojson }} + {%- endif %} + {{- '} +' }} + {%- endfor %} + {%- endif %} + {{- '<|im_end|> +' }} + {%- elif message.role == "tool" %} + {%- if loop.first or (messages[loop.index0 - 1].role != "tool") %} + {{- '<|im_start|>user' }} + {%- endif %} + {{- ' + +' }} + {{- message.content }} + {{- ' +' }} + {%- if loop.last or (messages[loop.index0 + 1].role != "tool") %} + {{- '<|im_end|> +' }} + {%- endif %} + {%- endif %} +{%- endfor %} +{%- if add_generation_prompt %} + {{- '<|im_start|>assistant +' }} + {%- if enable_thinking is defined and enable_thinking is false %} + {{- ' + + + +' }} + {%- endif %} +{%- endif %} +{% endif %} \ No newline at end of file diff --git a/config.json b/config.json new file mode 100644 index 0000000..b836988 --- /dev/null +++ b/config.json @@ -0,0 +1,70 @@ +{ + "architectures": [ + "Qwen3ForCausalLM" + ], + "attention_bias": false, + "attention_dropout": 0.0, + "eos_token_id": 151645, + "head_dim": 128, + "hidden_act": "silu", + "hidden_size": 2560, + "initializer_range": 0.02, + "intermediate_size": 9728, + "layer_types": [ + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention", + "full_attention" + ], + "max_position_embeddings": 262144, + "max_window_layers": 36, + "model_type": "qwen3", + "num_attention_heads": 32, + "num_hidden_layers": 36, + "num_key_value_heads": 8, + "pad_token_id": 151654, + "rms_norm_eps": 1e-06, + "rope_scaling": null, + "rope_theta": 5000000, + "sliding_window": null, + "tie_word_embeddings": true, + "torch_dtype": "bfloat16", + "transformers_version": "4.55.2", + "unsloth_fixed": true, + "unsloth_version": "2025.8.5", + "use_cache": true, + "use_sliding_window": false, + "vocab_size": 151936 +} diff --git a/configuration.json b/configuration.json new file mode 100644 index 0000000..bbeeda1 --- /dev/null +++ b/configuration.json @@ -0,0 +1 @@ +{"framework": "pytorch", "task": "text-generation", "allow_remote": true} \ No newline at end of file diff --git a/generation_config.json b/generation_config.json new file mode 100644 index 0000000..aca7b56 --- /dev/null +++ b/generation_config.json @@ -0,0 +1,14 @@ +{ + "bos_token_id": 151643, + "do_sample": true, + "eos_token_id": [ + 151645, 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