From ab72deace83375c7dfcb453bbc5e61313da282cd Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Mon, 8 Jun 2026 19:04:36 +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: openchat/opencoderplus Source: Original Platform --- .gitattributes | 35 + README.md | 130 + added_tokens.json | 3 + config.json | 39 + generation_config.json | 6 + merges.txt | 48892 ++++++++++++++++++++++++++++ pytorch_model-00001-of-00004.bin | 3 + pytorch_model-00002-of-00004.bin | 3 + pytorch_model-00003-of-00004.bin | 3 + pytorch_model-00004-of-00004.bin | 3 + pytorch_model.bin.index.json | 492 + special_tokens_map.json | 8 + tokenizer_config.json | 56 + vocab.json | 49154 +++++++++++++++++++++++++++++ 14 files changed, 98827 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 added_tokens.json create mode 100644 config.json create mode 100644 generation_config.json create mode 100644 merges.txt create mode 100644 pytorch_model-00001-of-00004.bin create mode 100644 pytorch_model-00002-of-00004.bin create mode 100644 pytorch_model-00003-of-00004.bin create mode 100644 pytorch_model-00004-of-00004.bin create mode 100644 pytorch_model.bin.index.json create mode 100644 special_tokens_map.json create mode 100644 tokenizer_config.json create mode 100644 vocab.json diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..a6344aa --- /dev/null +++ b/.gitattributes @@ -0,0 +1,35 @@ +*.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 diff --git a/README.md b/README.md new file mode 100644 index 0000000..548187c --- /dev/null +++ b/README.md @@ -0,0 +1,130 @@ +--- +language: +- en +tags: +- llama +--- + +# OpenChat: Less is More for Open-source Models + +OpenChat is a series of open-source language models fine-tuned on a diverse and high-quality dataset of multi-round conversations. With only ~6K GPT-4 conversations filtered from the ~90K ShareGPT conversations, OpenChat is designed to achieve high performance with limited data. + +**Generic models:** + + - OpenChat: based on LLaMA-13B (2048 context length) + - **🚀 105.7%** of ChatGPT score on Vicuna GPT-4 evaluation + - **🔥 80.9%** Win-rate on AlpacaEval + - **🤗 Only used 6K data for finetuning!!!** + - OpenChat-8192: based on LLaMA-13B (extended to 8192 context length) + - **106.6%** of ChatGPT score on Vicuna GPT-4 evaluation + - **79.5%** of ChatGPT score on Vicuna GPT-4 evaluation + +**Code models:** + + - OpenCoderPlus: based on StarCoderPlus (native 8192 context length) + - **102.5%** of ChatGPT score on Vicuna GPT-4 evaluation + - **78.7%** Win-rate on AlpacaEval + +*Note:* Please load the pretrained models using *bfloat16* + +## Code and Inference Server + +We provide the full source code, including an inference server compatible with the "ChatCompletions" API, in the [OpenChat](https://github.com/imoneoi/openchat) GitHub repository. + +## Web UI + +OpenChat also includes a web UI for a better user experience. See the GitHub repository for instructions. + +## Conversation Template + +The conversation template **involves concatenating tokens**. + +Besides base model vocabulary, an end-of-turn token `<|end_of_turn|>` is added, with id `eot_token_id`. + +```python +# OpenChat +[bos_token_id] + tokenize("Human: ") + tokenize(user_question) + [eot_token_id] + tokenize("Assistant: ") +# OpenCoder +tokenize("User:") + tokenize(user_question) + [eot_token_id] + tokenize("Assistant:") +``` + +*Hint: In BPE, `tokenize(A) + tokenize(B)` does not always equals to `tokenize(A + B)`* + +Following is the code for generating the conversation templates: + +```python +@dataclass +class ModelConfig: + # Prompt + system: Optional[str] + + role_prefix: dict + ai_role: str + eot_token: str + bos_token: Optional[str] = None + + # Get template + def generate_conversation_template(self, tokenize_fn, tokenize_special_fn, message_list): + tokens = [] + masks = [] + + # begin of sentence (bos) + if self.bos_token: + t = tokenize_special_fn(self.bos_token) + tokens.append(t) + masks.append(False) + + # System + if self.system: + t = tokenize_fn(self.system) + [tokenize_special_fn(self.eot_token)] + tokens.extend(t) + masks.extend([False] * len(t)) + + # Messages + for idx, message in enumerate(message_list): + # Prefix + t = tokenize_fn(self.role_prefix[message["from"]]) + tokens.extend(t) + masks.extend([False] * len(t)) + + # Message + if "value" in message: + t = tokenize_fn(message["value"]) + [tokenize_special_fn(self.eot_token)] + tokens.extend(t) + masks.extend([message["from"] == self.ai_role] * len(t)) + else: + assert idx == len(message_list) - 1, "Empty message for completion must be on the last." + + return tokens, masks + + +MODEL_CONFIG_MAP = { + # OpenChat / OpenChat-8192 + "openchat": ModelConfig( + # Prompt + system=None, + + role_prefix={ + "human": "Human: ", + "gpt": "Assistant: " + }, + ai_role="gpt", + eot_token="<|end_of_turn|>", + bos_token="", + ), + + # OpenCoder / OpenCoderPlus + "opencoder": ModelConfig( + # Prompt + system=None, + + role_prefix={ + "human": "User:", + "gpt": "Assistant:" + }, + ai_role="gpt", + eot_token="<|end_of_turn|>", + bos_token=None, + ) +} +``` \ No newline at end of file diff --git a/added_tokens.json b/added_tokens.json new file mode 100644 index 0000000..4708185 --- /dev/null +++ b/added_tokens.json @@ -0,0 +1,3 @@ +{ + "<|end_of_turn|>": 49152 +} diff --git a/config.json b/config.json new file mode 100644 index 0000000..f794c6a --- /dev/null +++ b/config.json @@ -0,0 +1,39 @@ +{ + "_name_or_path": "/data/one/starcoderplus_with_eot", + "activation_function": "gelu", + "architectures": [ + "GPTBigCodeForCausalLM" + ], + "attention_softmax_in_fp32": true, + "attn_pdrop": 0.1, + "bos_token_id": 0, + "embd_pdrop": 0.1, + "eos_token_id": 0, + "inference_runner": 0, + "initializer_range": 0.02, + "layer_norm_epsilon": 1e-05, + "max_batch_size": null, + "max_sequence_length": null, + "model_type": "gpt_bigcode", + "multi_query": true, + "n_embd": 6144, + "n_head": 48, + "n_inner": 24576, + "n_layer": 40, + "n_positions": 8192, + "pad_key_length": true, + "pre_allocate_kv_cache": false, + "resid_pdrop": 0.1, + "scale_attention_softmax_in_fp32": true, + "scale_attn_weights": true, + "summary_activation": null, + "summary_first_dropout": 0.1, + "summary_proj_to_labels": true, + "summary_type": "cls_index", + "summary_use_proj": true, + "torch_dtype": "bfloat16", + "transformers_version": "4.30.1", + "use_cache": true, + "validate_runner_input": true, + "vocab_size": 49153 +} diff --git a/generation_config.json b/generation_config.json new file mode 100644 index 0000000..9dd4fbb --- /dev/null +++ b/generation_config.json @@ -0,0 +1,6 @@ +{ + "_from_model_config": true, + "bos_token_id": 0, + "eos_token_id": 0, + "transformers_version": "4.30.1" +} diff --git a/merges.txt b/merges.txt new file mode 100644 index 0000000..f8479fb --- /dev/null +++ b/merges.txt @@ -0,0 +1,48892 @@ +#version: 0.2 +Ġ Ġ +ĠĠ ĠĠ +ĠĠĠĠ ĠĠĠĠ +ĠĠ Ġ +e r +i n +o n +r e +a t +s t +o r +e n +Ġ t +l e +Ċ ĠĠĠĠ +Ċ ĠĠĠĠĠĠĠĠ +s e +a n +a l +Ġ = +Ġ c +a r +i t +Ċ ĠĠĠ +i on +d e +- - +c t +m e +r o +ĊĠĠĠĠ ĠĠĠ +h e +) ; 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