From b95ec5225f1ae4df85b64325c4539d05838b91d7 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Mon, 1 Jun 2026 11:59:12 +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-llama2-7b-32k-instructions-v2 Source: Original Platform --- .gitattributes | 53 ++++++ README.md | 225 +++++++++++++++++++++++ config.json | 28 +++ 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 | 298 +++++++++++++++++++++++++++++++ special_tokens_map.json | 30 ++++ tokenizer.json | 3 + tokenizer.model | 3 + tokenizer_config.json | 39 ++++ 13 files changed, 699 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..1905a2a --- /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 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No newline at end of file diff --git a/README.md b/README.md new file mode 100644 index 0000000..b12840b --- /dev/null +++ b/README.md @@ -0,0 +1,225 @@ +--- +language: +- ms +--- + +# Full Parameter Finetuning 7B 32768 context length Mistral on Malaysian instructions dataset + +We use exact Llama2 chat template. + +WandB, https://wandb.ai/mesolitica/fpf-llama2-7b-hf-instructions-32k-function-call?workspace=user-husein-mesolitica + +## how-to + +```python +from transformers import AutoTokenizer, AutoModelForCausalLM, BitsAndBytesConfig +import torch + +def parse_llama_chat(messages, function_call = None): + + 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'] + if function_call: + fs = [] + for f in function_call: + f = json.dumps(f, indent=4) + fs.append(f) + fs = '\n\n'.join(fs) + texts.append(f'\n[FUNCTIONCALL]\n{fs}\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 + +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-llama2-7b-32k-instructions') +model = AutoModelForCausalLM.from_pretrained( + 'mesolitica/malaysian-llama2-7b-32k-instructions', + use_flash_attention_2 = True, + quantization_config = nf4_config +) + +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) +print(tokenizer.decode(r[0])) +``` + +```text +' [INST] <> +awak adalah AI yang mampu jawab segala soalan +<> + +kwsp tu apa [/INST] Kumpulan Wang Simpanan Pekerja (KWSP) ialah sebuah badan berkanun yang ditubuhkan di Malaysia yang menguruskan tabung simpanan tetap pekerja bagi tujuan persaraan dan perancangan masa depan. Diasaskan pada tahun 1951, KWSP bertanggungjawab untuk mengumpul dan menguruskan sumber daripada majikan dan pekerja, dan juga menyediakan pelbagai faedah kepada ahli seperti dividen dan akses kepada pengeluaran simpanan pada usia persaraan. KWSP juga memainkan peranan penting dalam menyediakan perlindungan sosial dan pembangunan ekonomi di Malaysia, dengan mempromosikan simpanan pengguna dan meningkatkan kadar celik kewangan dalam kalangan rakyat. ' +``` + +```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] Penanaman koko di Malaysia bermula pada tahun 1950-an, dengan pengeluaran koko kering pertama dihasilkan pada tahun 1958. Pada masa itu, negara ini menjadi pembekal koko terbesar di dunia, dan industri ini terus berkembang dan mewujudkan ribuan pekerjaan dalam pemprosesan dan pengeluaran koko. + +Walau bagaimanapun, penurunan harga koko di pasaran antarabangsa pada tahun 1980-an menyebabkan pengeluaran koko Malaysia menurun, dan negara ini telah mengubah tumpuan daripada penanaman koko kepada komoditi lain seperti minyak kelapa sawit dan getah. + +Walaupun Malaysia bukan pengeluar koko yang besar, industri koko tempatan masih penting dari segi ekonomi dan sosial. Koko ialah komoditi yang diperdagangkan di bursa tempatan, dan pengeluar koko tempatan menghasilkan koko kering yang dieksport ke seluruh dunia. + +Jabatan Koko Malaysia ialah sebuah agensi kerajaan yang bertanggungjawab untuk membangunkan industri koko dan mempromosikan pengeluaran koko. Agensi ini bekerjasama dengan industri untuk meningkatkan produktiviti dan memastikan kualiti produk koko Malaysia. Ia juga menggalakkan usaha pembangunan pekebun kecil untuk mempromosikan industri koko dan mewujudkan peluang pekerjaan dan ekonomi di kawasan pedalaman. +``` + +```python +f = { "name": "get_exchange_rate", "description": "Get the exchange rate between two currencies", "parameters": { "type": "object", "properties": { "base_currency": { "type": "string", "description": "The currency to convert from" }, "target_currency": { "type": "string", "description": "The currency to convert to" } }, "required": [ "base_currency", "target_currency" ] } } +messages = [ + {'role': 'system', 'content': 'anda adalah AI yang sangat membantu'}, + {'role': 'user', 'content': 'tolong tukar 10 ringgit ke usd'} +] +prompt = parse_llama_chat(messages, function_call = [f]) +inputs = tokenizer([prompt], return_tensors='pt', add_special_tokens=False).to('cuda') +generate_kwargs = dict( + inputs, + max_new_tokens=128, + 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] <> +anda adalah AI yang sangat membantu +<> + + +[FUNCTIONCALL] +{ + "name": "get_exchange_rate", + "description": "Get the exchange rate between two currencies", + "parameters": { + "type": "object", + "properties": { + "base_currency": { + "type": "string", + "description": "The currency to convert from" + }, + "target_currency": { + "type": "string", + "description": "The currency to convert to" + } + }, + "required": [ + "base_currency", + "target_currency" + ] + } +} +tolong tukar 10 ringgit ke usd [/INST] {"name": "get_exchange_rate", "arguments": '{"base_currency": "ringgit", "target_currency": "usd"}'} +``` + +```python +# do follow up from output above, + +messages = [ + {'role': 'system', 'content': 'anda adalah AI yang sangat membantu'}, + {'role': 'user', 'content': 'tolong tukar 10 ringgit ke usd'}, + {'role': 'assistant', 'content': tokenizer.decode(r[0]).split('[/INST]')[1].strip().replace('', '')}, + {'role': 'user', 'content': 'wow hebatnya'}, +] +prompt = parse_llama_chat(messages, function_call = [f]) +inputs = tokenizer([prompt], return_tensors='pt', add_special_tokens=False).to('cuda') +generate_kwargs = dict( + inputs, + max_new_tokens=128, + 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] <> +anda adalah AI yang sangat membantu +<> + + +[FUNCTIONCALL] +{ + "name": "get_exchange_rate", + "description": "Get the exchange rate between two currencies", + "parameters": { + "type": "object", + "properties": { + "base_currency": { + "type": "string", + "description": "The currency to convert from" + }, + "target_currency": { + "type": "string", + "description": "The currency to convert to" + } + }, + "required": [ + "base_currency", + "target_currency" + ] + } +} +tolong tukar 10 ringgit ke usd [/INST] {"name": "get_exchange_rate", "arguments": '{"base_currency": "ringgit", "target_currency": "usd"}'} [INST] wow hebatnya [/INST] Terima kasih! Adakah terdapat kadar pertukaran lain yang boleh saya tukar? +``` \ No newline at end of file diff --git a/config.json b/config.json new file mode 100644 index 0000000..902ea18 --- /dev/null +++ b/config.json @@ -0,0 +1,28 @@ +{ + "_name_or_path": "fpf-7b-instructions-16k-call/checkpoint-7400", + "architectures": [ + "LlamaForCausalLM" + ], + "attention_bias": false, + "bos_token_id": 1, + "eos_token_id": 2, + "hidden_act": "silu", + "hidden_size": 4096, + "initializer_range": 0.02, + "intermediate_size": 11008, + "max_position_embeddings": 32768, + "model_type": "llama", + "num_attention_heads": 32, + "num_hidden_layers": 32, + "num_key_value_heads": 32, + "pad_token_id": 0, + "pretraining_tp": 1, + "rms_norm_eps": 1e-05, + "rope_scaling": null, + "rope_theta": 10000.0, + "tie_word_embeddings": false, + "torch_dtype": "bfloat16", + "transformers_version": "4.35.0", + "use_cache": true, + "vocab_size": 32000 +} diff --git a/configuration.json b/configuration.json new file mode 100644 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