初始化项目，由ModelHub XC社区提供模型
Model: frameai/Loxa-3B Source: Original Platform
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README.md
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README.md
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---
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library_name: transformers
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license: apache-2.0
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language:
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- en
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pipeline_tag: text-generation
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base_model:
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- explorewithai/Loxa-3B
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model_size:
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- 4.75B
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tags:
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- text-generation
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- conversational
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- language-model
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- cpu
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widget:
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- text: "Hello"
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---
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# Model Card for Loxa
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**Model Name:** Loxa-3B
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**Model Family:** Loxa
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**Creator:** AIFRAME
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**Description:** Loxa-3B is a powerful language model designed for optimal performance on CPU resources, particularly Raspberry Pi 4 and 5 (8GB+ RAM). It excels in math, code, chat, help, science, and formal conversations, achieving 92% total accuracy.
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**Capabilities:**
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* **Mathematics:** Solves problems, performs calculations, explains concepts.
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* **Code:** Generates code, understands/debugs existing code, provides explanations.
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* **Chat:** Engages in conversations, provides informative and helpful responses.
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* **Help:** Offers guidance and clear explanations across various topics.
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* **Science:** Discusses scientific topics, explains phenomena, provides insights.
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* **Formal Conversations:** Maintains formal etiquette and respectful language.
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**Performance:**
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* **Accuracy:** 92% total accuracy.
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* **Resource Usage:** Optimized for Raspberry Pi 4/5 (8GB+ RAM). Consult documentation for detailed metrics.
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**Intended Use:** Educational purposes, personal projects, embedded systems, resource-constrained environments.
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**Limitations:**
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May produce incorrect or nonsensical outputs. Exercise caution for critical tasks. Performance may be affected by input complexity/length. See documentation for details on limitations and biases.
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**How to Use:** See accompanying documentation for installation and usage instructions.
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## Code Example:
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```python
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# Use a pipeline as a high-level helper
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from transformers import pipeline
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messages = [
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{"role": "user", "content": "Who are you?"},
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]
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pipe = pipeline("text-generation", model="explorewithai/Loxa-3B") # Using 'explorewithai' as a placeholder organization
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result = pipe(messages)
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print(result)
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```
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config.json
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"_name_or_path": "explorewithai/Loxa-3B",
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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": 128000,
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"head_dim": 128,
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"hidden_act": "silu",
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"hidden_size": 3072,
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"initializer_range": 0.02,
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"intermediate_size": 8192,
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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": 24,
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"num_hidden_layers": 28,
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"rope_type": "llama3"
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"tie_word_embeddings": true,
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"torch_dtype": "float16",
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"transformers_version": "4.47.1",
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"unsloth_version": "2025.1.5",
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"vocab_size": 128256
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}
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generation_config.json
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||||
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|
||||
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|
||||
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|
||||
23
special_tokens_map.json
Normal file
23
special_tokens_map.json
Normal file
@@ -0,0 +1,23 @@
|
||||
{
|
||||
"bos_token": {
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
}
|
||||
}
|
||||
BIN
tokenizer.json
(Stored with Git LFS)
Normal file
BIN
tokenizer.json
(Stored with Git LFS)
Normal file
Binary file not shown.
2065
tokenizer_config.json
Normal file
2065
tokenizer_config.json
Normal file
File diff suppressed because it is too large
Load Diff
Reference in New Issue
Block a user