From 6f1fb679e37589c4024eed927efd3105fa36e290 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Tue, 28 Jul 2026 12:34:05 +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: mesolitica/malaysian-llama2-13b-32k-instructions Source: Original Platform --- .gitattributes | 53 +++++ README.md | 106 +++++++++ config.json | 26 +++ configuration.json | 1 + generation_config.json | 10 + model-00001-of-00003.safetensors | 3 + model-00002-of-00003.safetensors | 3 + model-00003-of-00003.safetensors | 3 + model.safetensors.index.json | 370 +++++++++++++++++++++++++++++++ special_tokens_map.json | 23 ++ tokenizer.json | 3 + tokenizer.model | 3 + tokenizer_config.json | 34 +++ 13 files changed, 638 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 config.json create mode 100644 configuration.json create mode 100644 generation_config.json create mode 100644 model-00001-of-00003.safetensors create mode 100644 model-00002-of-00003.safetensors create mode 100644 model-00003-of-00003.safetensors create mode 100644 model.safetensors.index.json create mode 100644 special_tokens_map.json create mode 100644 tokenizer.json create mode 100644 tokenizer.model create mode 100644 tokenizer_config.json diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..bdd4639 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,53 @@ +*.7z filter=lfs diff=lfs merge=lfs -text +*.arrow filter=lfs diff=lfs merge=lfs -text +*.bin filter=lfs diff=lfs merge=lfs -text +*.bin.* filter=lfs diff=lfs merge=lfs -text +*.bz2 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 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of file diff --git a/README.md b/README.md new file mode 100644 index 0000000..0a54b6f --- /dev/null +++ b/README.md @@ -0,0 +1,106 @@ +--- +language: +- ms +--- + +# QLORA Malaysian Llama2 13B 32k chat completions + +QLORA https://huggingface.co/mesolitica/llama-13b-hf-32768-fpf on translated UltraChat, https://huggingface.co/datasets/mesolitica/google-translate-ultrachat. + +We use exact Llama2 chat template. + +README at https://github.com/mesolitica/malaya/tree/5.1/session/llama2#13b-16384-context-length-flash-attention-2 + +## how-to + +```python +from transformers import AutoTokenizer, AutoModelForCausalLM, BitsAndBytesConfig +import torch + +TORCH_DTYPE = 'bfloat16' +nf4_config = BitsAndBytesConfig( + load_in_4bit=True, + bnb_4bit_quant_type='nf4', + bnb_4bit_use_double_quant=True, + bnb_4bit_compute_dtype=getattr(torch, TORCH_DTYPE) +) +tokenizer = AutoTokenizer.from_pretrained('mesolitica/malaysian-llama2-13b-32k-instructions') +model = AutoModelForCausalLM.from_pretrained( + 'mesolitica/malaysian-llama2-13b-32k-instructions', + use_flash_attention_2 = True, + quantization_config = nf4_config +) + +def parse_llama_chat(messages): + + system = messages[0]['content'] + user_query = messages[-1]['content'] + + users, assistants = [], [] + for q in messages[1:-1]: + if q['role'] == 'user': + users.append(q['content']) + elif q['role'] == 'assistant': + assistants.append(q['content']) + + texts = [f'[INST] <>\n{system}\n<>\n\n'] + for u, a in zip(users, assistants): + texts.append(f'{u.strip()} [/INST] {a.strip()} [INST] ') + texts.append(f'{user_query.strip()} [/INST]') + prompt = ''.join(texts).strip() + return prompt + +messages = [ + {'role': 'system', 'content': 'awak adalah AI yang mampu jawab segala soalan'}, + {'role': 'user', 'content': 'kwsp tu apa'} +] +prompt = parse_llama_chat(messages) +inputs = tokenizer([prompt], return_tensors='pt', add_special_tokens=False).to('cuda') +generate_kwargs = dict( + inputs, + max_new_tokens=1024, + top_p=0.95, + top_k=50, + temperature=0.9, + do_sample=True, + num_beams=1, +) +r = model.generate(**generate_kwargs) +tokenizer.decode(r[0]) +``` + +```text +' [INST] <> +awak adalah AI yang mampu jawab segala soalan +<> + +kwsp tu apa [/INST] Kumpulan Wang Simpanan Pekerja (KWSP) merupakan sebuah badan berkanun yang ditubuhkan di bawah Akta Kumpulan Wang Simpanan Pekerja 1991 untuk menguruskan simpanan persaraan pekerja dan melaksanakan program persaraan kepada pekerja dan tanggungan mereka. Visi KWSP adalah untuk menjadi pihak berkuasa persaraan terkemuka dalam membina dan membangunkan simpanan untuk masa depan yang lebih baik. ' +``` + +```python +messages = [ + {'role': 'system', 'content': 'awak adalah AI yang mampu jawab segala soalan'}, + {'role': 'user', 'content': 'awat malaysia ada jabatan koko, malaysia bukan buat keluaq koko banyak pun'} +] +prompt = parse_llama_chat(messages) +inputs = tokenizer([prompt], return_tensors='pt', add_special_tokens=False).to('cuda') +generate_kwargs = dict( + inputs, + max_new_tokens=1024, + top_p=0.95, + top_k=50, + temperature=0.9, + do_sample=True, + num_beams=1, +) +r = model.generate(**generate_kwargs) +print(tokenizer.decode(r[0])) +``` + +```text + [INST] <> +awak adalah AI yang mampu jawab segala soalan +<> + +awat malaysia ada jabatan koko, malaysia bukan buat keluaq koko banyak pun [/INST] Jabatan Koko Malaysia ialah agensi kerajaan yang bertanggungjawab untuk pembangunan dan pengawalseliaan industri koko Malaysia. Sementara itu, pengeluaran koko adalah sebahagian kecil daripada ekonomi Malaysia. Antara faktor yang menyumbang kepada ini ialah kos tenaga buruh yang tinggi, kekurangan tanah untuk penanaman koko, dan kekurangan penglibatan dalam sektor hiliran. Walau bagaimanapun, industri koko Malaysia mempunyai potensi besar untuk berkembang dan memacu pertumbuhan ekonomi. +``` \ No newline at end of file diff --git a/config.json b/config.json new file mode 100644 index 0000000..cf713d5 --- /dev/null +++ b/config.json @@ -0,0 +1,26 @@ +{ + "_name_or_path": "./13b-16k", + "architectures": [ + "LlamaForCausalLM" + ], + "bos_token_id": 1, + "eos_token_id": 2, + "hidden_act": "silu", + "hidden_size": 5120, + "initializer_range": 0.02, + "intermediate_size": 13824, + "max_position_embeddings": 32768, + "model_type": "llama", + "num_attention_heads": 40, + "num_hidden_layers": 40, + "num_key_value_heads": 40, + "pad_token_id": 0, + "pretraining_tp": 1, + "rms_norm_eps": 1e-05, + "rope_scaling": null, + "tie_word_embeddings": false, + "torch_dtype": "float16", + "transformers_version": "4.32.1", + "use_cache": true, + "vocab_size": 32000 +} diff --git a/configuration.json b/configuration.json new file mode 100644 index 0000000..bbeeda1 --- 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