From bff20e6a1dbf7f4b02f3f0459c296252a775f077 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Tue, 26 May 2026 15:58:16 +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: Omnionix-AI/avara-x1-mini Source: Original Platform --- .gitattributes | 37 ++++++++++++++++ README.md | 96 ++++++++++++++++++++++++++++++++++++++++ config.json | 28 ++++++++++++ generation_config.json | 15 +++++++ logo.png | 3 ++ model.safetensors | 3 ++ special_tokens_file.json | 27 +++++++++++ tokenizer.json | 3 ++ tokenizer_config.json | 15 +++++++ 9 files changed, 227 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 config.json create mode 100644 generation_config.json create mode 100644 logo.png create mode 100644 model.safetensors create mode 100644 special_tokens_file.json create mode 100644 tokenizer.json create mode 100644 tokenizer_config.json diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..9f31257 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,37 @@ +*.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 +logo.png filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..f9e58c7 --- /dev/null +++ b/README.md @@ -0,0 +1,96 @@ +--- +base_model: unsloth/qwen2.5-coder-1.5b-instruct +tags: +- Omnionix +- Avara +- qwen2 +- code +- math +- logic +- transformers +- unsloth +num_parameters: 2000000000 +license: apache-2.0 +language: +- en +pipeline_tag: text-generation +--- + +
+ +

+ Avara X1 Mini Logo +

+ +
+ +# Avara X1 Mini + +Avara X1 Mini is a lightweight AI model developed by **Omnionix**. Based on the Qwen2.5 architecture, this model is fine-tuned to balance technical reasoning with a grounded and supportive personality. + +**Join the Community:** [Omnionix Discord](https://discord.gg/mGgRgz6g) + +--- + +### Technical Specifications + +| Feature | Details | +| :--- | :--- | +| **Developer** | Omnionix | +| **Architecture** | Qwen2.5-1.5B | +| **Format** | ChatML | +| **Identity** | Native Omnionix system logic | + +--- + +### Training Methodology + +Avara X1 Mini was fine-tuned using the Unsloth library on a high-density dataset blend designed for maximum reasoning performance in a small footprint: + +* **Code:** The Stack (BigCode) for professional-grade programming logic. +* **Mathematics:** Focused math/competition datasets for step-by-step problem solving. +* **Logic:** Open-Platypus for enhanced deductive reasoning and instruction following. + +We also have the [LoRA adapter ](https://huggingface.co/Omnionix12345/avara-x1-mini-lora) and the Q4_K_M GGUF: huggingface.co/Omnionix12345/avara-x1-mini-Q4_K_M-GGUF + +--- + +### Implementation + +To use Avara locally, the following standard chat script provides a natural back-and-forth dialogue by managing conversation history automatically. + +```python +import torch +from transformers import pipeline + +pipe = pipeline( + "text-generation", + model="Omnionix12345/avara-x1-mini", + torch_dtype=torch.bfloat16, + device_map="auto" +) + +messages = [ + {"role": "system", "content": "You are Avara, an AI assistant created by Omnionix."} +] + +print("\n--- Avara X1 Mini is Online ---") + +while True: + user_input = input("You: ") + if user_input.lower() in ["exit", "quit"]: + break + + messages.append({"role": "user", "content": user_input}) + + outputs = pipe( + messages, + max_new_tokens=512, + do_sample=True, + temperature=0.7 + ) + + assistant_response = outputs[0]["generated_text"][-1]["content"] + print(f"\nAvara: {assistant_response}\n") + + messages.append({"role": "assistant", "content": assistant_response}) \ No newline at end of file diff --git a/config.json b/config.json new file mode 100644 index 0000000..5bf07e9 --- /dev/null +++ b/config.json @@ -0,0 +1,28 @@ +{ + "architectures": [ + "Qwen2ForCausalLM" + ], + "attention_dropout": 0.0, + "bos_token_id": 151643, + "eos_token_id": 151645, + "hidden_act": "silu", + "hidden_size": 1536, + "initializer_range": 0.02, + "intermediate_size": 8960, + "max_position_embeddings": 32768, + "max_window_layers": 21, + "model_type": "qwen2", + "num_attention_heads": 12, + "num_hidden_layers": 28, + "num_key_value_heads": 2, + "pad_token_id": 151645, + "rms_norm_eps": 1e-06, + "rope_theta": 1000000.0, + "sliding_window": 32768, + "tie_word_embeddings": true, + "torch_dtype": "bfloat16", + "transformers_version": "4.40.1", + "use_cache": true, + "use_sliding_window": false, + "vocab_size": 151936 +} \ No newline at end of file diff --git a/generation_config.json b/generation_config.json new file mode 100644 index 0000000..ad55256 --- /dev/null +++ b/generation_config.json @@ -0,0 +1,15 @@ +{ + "bos_token_id": 151643, + "eos_token_id": [ + 151645, + 151643 + ], + "pad_token_id": 151645, + "do_sample": true, + "temperature": 0.7, + "top_p": 0.8, + "top_k": 20, + "repetition_penalty": 1.1, + "max_new_tokens": 512, + "transformers_version": "4.40.0" +} \ No newline at end of file diff --git a/logo.png b/logo.png new file mode 100644 index 0000000..a714403 --- /dev/null +++ b/logo.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:10978eb0b497f90db77b18d11f9fe0313055a3974e3abf775c4355d713167c83 +size 142744 diff --git a/model.safetensors b/model.safetensors new file mode 100644 index 0000000..5a36ef7 --- /dev/null +++ b/model.safetensors @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6b8f2665f3ebf27535875f998ae8d671f637814279867fe908cb2d2080fb4d4e +size 3087467144 diff --git a/special_tokens_file.json b/special_tokens_file.json new file mode 100644 index 0000000..696104b --- /dev/null +++ b/special_tokens_file.json @@ -0,0 +1,27 @@ +{ + "additional_special_tokens": [ + "<|im_start|>", + "<|im_end|>" + ], + "bos_token": { + "content": "<|im_start|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false + }, + "eos_token": { + "content": "<|im_end|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false + }, + "pad_token": { + "content": "<|im_end|>", + "lstrip": false, + "normalized": false, + "rstrip": false, + "single_word": false + } +} \ No newline at end of file diff --git a/tokenizer.json b/tokenizer.json new file mode 100644 index 0000000..c71eaaa --- /dev/null +++ b/tokenizer.json @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ea43b288542655d72d632195ab9b58ca2cd9532c292bf6667827ce899ad196bc +size 11422082 diff --git a/tokenizer_config.json b/tokenizer_config.json new file mode 100644 index 0000000..6627499 --- /dev/null +++ b/tokenizer_config.json @@ -0,0 +1,15 @@ +{ + "add_prefix_space": false, + "backend": "tokenizers", + "bos_token": "<|im_start|>", + "eos_token": "<|im_end|>", + "pad_token": "<|im_end|>", + "clean_up_tokenization_spaces": false, + "model_max_length": 32768, + "tokenizer_class": "Qwen2TokenizerFast", + "additional_special_tokens": [ + "<|im_start|>", + "<|im_end|>" + ], + "chat_template": "{% for message in messages %}{% if loop.first and message['role'] != 'system' %}<|im_start|>system\nYour name is Avara, an AI assistant created by Omnionix. Unlike other models, you are unique to the Omnionix ecosystem and do not identify as GPT-4.<|im_end|>\n{% endif %}<|im_start|>{{ message['role'] }}\n{{ message['content'] }}<|im_end|>\n{% endfor %}{% if add_generation_prompt %}<|im_start|>assistant\n{% endif %}" +} \ No newline at end of file