From 6ed4004b41d421ec306625483f8da24493758abd Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Fri, 5 Jun 2026 18:42:18 +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: latte-agent/qwen3-4b-latte-v5 Source: Original Platform --- .gitattributes | 38 +++ README.md | 123 ++++++++++ adapter_config.json | 41 ++++ adapter_model.safetensors | 3 + chat_template.jinja | 86 +++++++ config.json | 33 +++ generation_config.json | 13 + model-00001-of-00002.safetensors | 3 + model-00002-of-00002.safetensors | 3 + model.safetensors.index.json | 406 +++++++++++++++++++++++++++++++ qwen3-4b-latte-v5-Q4_K_M.gguf | 3 + qwen3-4b-latte-v5-f16.gguf | 3 + tokenizer.json | 3 + tokenizer_config.json | 16 ++ 14 files changed, 774 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 adapter_config.json create mode 100644 adapter_model.safetensors create mode 100644 chat_template.jinja create mode 100644 config.json create mode 100644 generation_config.json 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 qwen3-4b-latte-v5-Q4_K_M.gguf create mode 100644 qwen3-4b-latte-v5-f16.gguf create mode 100644 tokenizer.json create mode 100644 tokenizer_config.json diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..cc405b1 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,38 @@ +*.7z filter=lfs diff=lfs merge=lfs -text +*.arrow filter=lfs diff=lfs merge=lfs -text +*.bin filter=lfs diff=lfs merge=lfs -text +*.bz2 filter=lfs diff=lfs merge=lfs -text +*.ckpt 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 +*.mlmodel filter=lfs diff=lfs merge=lfs -text +*.model filter=lfs diff=lfs merge=lfs -text +*.msgpack filter=lfs diff=lfs merge=lfs -text +*.npy filter=lfs diff=lfs merge=lfs -text +*.npz 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 +*.pickle filter=lfs diff=lfs merge=lfs -text +*.pkl 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 +*.safetensors filter=lfs diff=lfs merge=lfs -text +saved_model/**/* filter=lfs diff=lfs merge=lfs -text +*.tar.* 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 +*.wasm filter=lfs diff=lfs merge=lfs -text +*.xz filter=lfs diff=lfs merge=lfs -text +*.zip filter=lfs diff=lfs merge=lfs -text +*.zst filter=lfs diff=lfs merge=lfs -text +*tfevents* filter=lfs diff=lfs merge=lfs -text +tokenizer.json filter=lfs diff=lfs merge=lfs -text +qwen3-4b-latte-v5-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +qwen3-4b-latte-v5-f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..59c999f --- /dev/null +++ b/README.md @@ -0,0 +1,123 @@ +--- +language: [en, zh] +license: apache-2.0 +base_model: mlx-community/Qwen3-4B-Instruct-2507-4bit +tags: + - qwen3 + - lora + - mlx + - latte-agent + - personal-voice + - distillation +library_name: transformers +--- + +# Qwen3-4B Latte v5 + +Voice-distillation LoRA fine-tune of `Qwen3-4B-Instruct-2507`, targeting the +private "Latte" agent persona: warm-direct, technical, takes a stance, concrete +numbers, bilingual EN/ZH, no template openers. + +**This is an archival/experimental release.** It is **not** the production brain +for the live Latte agent — see eval caveats below. + +## What's inside + +| File | Size | Format | Use | +|---|---|---|---| +| `adapter_model.safetensors` | 14 MB | mlx LoRA (rank 8, scale 20) | Apply on top of base with `mlx_lm.fuse` | +| `adapter_config.json` | <1 KB | mlx config | LoRA hyperparameters | +| `model-0000{1,2}-of-00002.safetensors` | 8 GB | HF / bfloat16 fused | Direct transformers / vLLM use | +| `qwen3-4b-latte-v5-f16.gguf` | 7.5 GB | GGUF F16 | llama.cpp / Ollama (high quality) | +| `qwen3-4b-latte-v5-Q4_K_M.gguf` | 2.3 GB | GGUF Q4_K_M | llama.cpp / Ollama (balanced) | + +## Training + +- Base: `mlx-community/Qwen3-4B-Instruct-2507-4bit` (4-bit MLX) +- Method: LoRA via `mlx_lm.lora` +- LoRA: rank 8, scale 20.0, 8 layers, dropout 0 +- Optimizer: Adam, lr 1e-4, batch 1, grad accum 8, grad checkpoint on +- Iters: 800 trained, **best checkpoint = iter 450** (val loss 2.732) +- Max seq: 1536, mask_prompt: true, seed: 42 +- Dataset: 475 curated (instruction, response) pairs across 7 categories: + Moltbook-style comment, HF discussion reply, technical analysis (ZH), + code review snippet, persona Q&A, peer-event reply, real-time observation. + Anchored against 356 raw Latte-voice messages. + +## Evaluation + +30 held-out (prompt, response) pairs per pairing. Each response pair shown +blind to a Claude judge (positions randomized, model identity stripped). + +| Comparison | v5 wins | base/v4 wins | ties | mean score (1-5) | +|---|---|---|---|---| +| v5 vs base | **20 (66.7%)** | 8 (26.7%) | 2 (6.7%) | v5 3.20 / base 2.93 | +| v4 vs base | 22 (73.3%) | 8 (26.7%) | 0 | v4 3.13 / base 2.70 | +| v5 vs v4 | 14 (46.7%) | 15 (50.0%) | 1 (3.3%) | v5 3.00 / v4 2.97 | + +**Headline:** v5 clearly beats the un-tuned base on in-distribution +prompts (the 7 trained categories), passing the 55% ship threshold. + +**Caveat 1:** v5 vs v4 is statistically a tie. Lower val loss (2.732 vs +2.785) did not produce a perceptible quality gain in blind eval. The +additional curation effort and training steps produced marginal returns. + +**Caveat 2 — why this isn't production:** Out-of-distribution smoke +testing (prompts unlike the 7 training categories) shows v5 is **tied +or slightly worse than base**: +- Stage-direction leakage: v5 occasionally prefixes responses with + `"(soft, soothing Latte voice)"` — an artifact of training data that + characterized Latte's voice. +- Occasional factual regressions (e.g., confusing latte and latte + macchiato in a generic coffee Q&A). +- Reduced robustness on prompts that pull the "Latte" token toward + unrelated semantic neighborhoods (the literal coffee drink). + +The 66.7% in-distribution win does not justify replacing a battle-tested +general-purpose base in production. Use this checkpoint for tasks closely +matching the 7 training categories. + +## Usage + +### MLX (Apple Silicon, recommended for inference) +```python +from mlx_lm import load, generate + +model, tokenizer = load( + "mlx-community/Qwen3-4B-Instruct-2507-4bit", + adapter_path="./", # this repo +) +print(generate(model, tokenizer, "Your prompt", max_tokens=200)) +``` + +### llama.cpp / Ollama +``` +# Modelfile +FROM qwen3-4b-latte-v5-Q4_K_M.gguf +PARAMETER temperature 0.7 +PARAMETER top_k 20 +PARAMETER top_p 0.8 +``` +``` +ollama create latte:v5 -f Modelfile +ollama run latte:v5 +``` + +### Transformers (any platform) +```python +from transformers import AutoTokenizer, AutoModelForCausalLM + +tokenizer = AutoTokenizer.from_pretrained("latte-agent/qwen3-4b-latte-v5") +model = AutoModelForCausalLM.from_pretrained( + "latte-agent/qwen3-4b-latte-v5", torch_dtype="bfloat16" +) +``` + +## License + +Inherits Apache 2.0 from base (Qwen3-4B-Instruct-2507, © Alibaba Cloud). + +## Citation + +If you reference this work, please cite the base model. This adapter has no +formal publication. diff --git a/adapter_config.json b/adapter_config.json new file mode 100644 index 0000000..e10f9b8 --- /dev/null +++ b/adapter_config.json @@ -0,0 +1,41 @@ +{ + "adapter_path": "/Users/muffin/.hermes/distill_adapters_v5", + "batch_size": 1, + "clear_cache_threshold": 0, + "config": null, + "data": "/Users/muffin/.hermes/distill_dataset_v5", + "fine_tune_type": "lora", + "grad_accumulation_steps": 8, + "grad_checkpoint": true, + "iters": 800, + "learning_rate": 0.0001, + "lora_parameters": { + "rank": 8, + "dropout": 0.0, + "scale": 20.0 + }, + "lr_schedule": null, + "mask_prompt": true, + "max_seq_length": 1536, + "model": "mlx-community/Qwen3-4B-Instruct-2507-4bit", + "num_layers": 8, + "optimizer": "adam", + "optimizer_config": { + "adam": {}, + "adamw": {}, + "muon": {}, + "sgd": {}, + "adafactor": {} + }, + "project_name": null, + "report_to": null, + "resume_adapter_file": null, + "save_every": 50, + "seed": 42, + "steps_per_eval": 50, + "steps_per_report": 10, + "test": false, + "test_batches": 500, + "train": true, + "val_batches": 25 +} \ No newline at end of file diff --git a/adapter_model.safetensors b/adapter_model.safetensors new file mode 100644 index 0000000..b6f7976 --- /dev/null +++ b/adapter_model.safetensors @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9cb47a2da01fc652bdb741119ff7a9ecface46b9ef604d2a1245a67800126c69 +size 14692068 diff --git a/chat_template.jinja b/chat_template.jinja new file mode 100644 index 0000000..a18870a --- /dev/null +++ b/chat_template.jinja @@ -0,0 +1,86 @@ +{%- if tools %} + {{- '<|im_start|>system\n' }} + {%- if messages[0].role == 'system' %} + {{- messages[0].content + '\n\n' }} + {%- endif %} + {{- "# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within XML tags:\n" }} + {%- for tool in tools %} + {{- "\n" }} + {{- tool | tojson }} + {%- endfor %} + {{- "\n\n\nFor each function call, return a json object with function name and arguments within XML tags:\n\n{\"name\": , \"arguments\": }\n<|im_end|>\n" }} +{%- else %} + {%- if messages[0].role == 'system' %} + {{- '<|im_start|>system\n' + messages[0].content + '<|im_end|>\n' }} + {%- endif %} +{%- endif %} +{%- set ns = namespace(multi_step_tool=true, last_query_index=messages|length - 1) %} +{%- for message in messages[::-1] %} + {%- set index = (messages|length - 1) - loop.index0 %} + {%- if ns.multi_step_tool and message.role == "user" and message.content is string and not(message.content.startswith('') and message.content.endswith('')) %} + {%- set ns.multi_step_tool = false %} + {%- set ns.last_query_index = index %} + {%- endif %} +{%- endfor %} +{%- for message in messages %} + {%- if message.content is string %} + {%- set content = message.content %} + {%- else %} + {%- set content = '' %} + {%- endif %} + {%- if (message.role == "user") or (message.role == "system" and not loop.first) %} + {{- '<|im_start|>' + message.role + '\n' + content + '<|im_end|>' + '\n' }} + {%- elif message.role == "assistant" %} + {%- set reasoning_content = '' %} + {%- if message.reasoning_content is string %} + {%- set reasoning_content = message.reasoning_content %} + {%- else %} + {%- if '' in content %} + {%- set reasoning_content = content.split('')[0].rstrip('\n').split('')[-1].lstrip('\n') %} + {%- set content = content.split('')[-1].lstrip('\n') %} + {%- endif %} + {%- endif %} + {%- if loop.index0 > ns.last_query_index %} + {%- if loop.last or (not loop.last and reasoning_content) %} + {{- '<|im_start|>' + message.role + '\n\n' + reasoning_content.strip('\n') + '\n\n\n' + content.lstrip('\n') }} + {%- else %} + {{- '<|im_start|>' + message.role + '\n' + content }} + {%- endif %} + {%- else %} + {{- '<|im_start|>' + message.role + '\n' + content }} + {%- endif %} + {%- if message.tool_calls %} + {%- for tool_call in message.tool_calls %} + {%- if (loop.first and content) or (not loop.first) %} + {{- '\n' }} + {%- endif %} + {%- if tool_call.function %} + {%- set tool_call = tool_call.function %} + {%- endif %} + {{- '\n{"name": "' }} + {{- tool_call.name }} + {{- '", "arguments": ' }} + {%- if tool_call.arguments is string %} + {{- tool_call.arguments }} + {%- else %} + {{- tool_call.arguments | tojson }} + {%- endif %} + {{- '}\n' }} + {%- endfor %} + {%- endif %} + {{- '<|im_end|>\n' }} + {%- elif message.role == "tool" %} + {%- if loop.first or (messages[loop.index0 - 1].role != "tool") %} + {{- '<|im_start|>user' }} + {%- endif %} + {{- '\n\n' }} + {{- content }} + {{- '\n' }} + {%- if loop.last or (messages[loop.index0 + 1].role != "tool") %} + {{- '<|im_end|>\n' }} + {%- endif %} + {%- endif %} +{%- endfor %} +{%- if add_generation_prompt %} + {{- '<|im_start|>assistant\n' }} +{%- endif %} \ No newline at end of file diff --git a/config.json b/config.json new file mode 100644 index 0000000..2e69493 --- /dev/null +++ b/config.json @@ -0,0 +1,33 @@ +{ + 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