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Model: hfl/chinese-llama-2-7b-gguf Source: Original Platform
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README.md
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---
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license: apache-2.0
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language:
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- zh
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- en
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---
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# Chinese-LLaMA-2-7B-GGUF
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This repository contains the GGUF-v3 models (llama.cpp compatible) for **Chinese-LLaMA-2-7B**.
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## Performance
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Metric: PPL, lower is better
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| Quant | original | imatrix (`-im`) |
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|-----|------|------|
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| Q2_K | 15.1160 +/- 0.30469 | 12.7682 +/- 0.26022 |
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| Q3_K | 9.9588 +/- 0.20549 | 9.8508 +/- 0.20484 |
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| Q4_0 | 9.8085 +/- 0.20350 | - |
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| Q4_K | 9.5802 +/- 0.20015 | 9.6327 +/- 0.20219 |
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| Q5_0 | 9.4783 +/- 0.19622 | - |
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| Q5_K | 9.5132 +/- 0.19989 | 9.4447 +/- 0.19772 |
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| Q6_K | 9.4640 +/- 0.19909 | 9.4507 +/- 0.19849 |
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| Q8_0 | 9.4659 +/- 0.19927 | - |
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| F16 | 9.4627 +/- 0.19921 | - |
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*The model with `-im` suffix is generated with important matrix, which has generally better performance (not always though).*
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## Others
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For Hugging Face version, please see: https://huggingface.co/hfl/chinese-llama-2-7b
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Please refer to [https://github.com/ymcui/Chinese-LLaMA-Alpaca-2/](https://github.com/ymcui/Chinese-LLaMA-Alpaca-2/) for more details.
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config.json
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config.json
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{
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"architectures": [
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"LlamaForCausalLM"
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],
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"bos_token_id": 1,
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"eos_token_id": 2,
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"hidden_act": "silu",
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"hidden_size": 4096,
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"initializer_range": 0.02,
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"intermediate_size": 11008,
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"max_position_embeddings": 4096,
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"model_type": "llama",
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"num_attention_heads": 32,
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"num_hidden_layers": 32,
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"num_key_value_heads": 32,
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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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"tie_word_embeddings": false,
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"torch_dtype": "float16",
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"transformers_version": "4.31.0",
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"use_cache": true,
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"vocab_size": 55296
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}
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ggml-model-f16.gguf
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