commit 10a9508adb0195db6a6ce6f23d9cdd0634a8cba5 Author: ModelHub XC Date: Sun Sep 6 11:36:15 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: afrideva/malaysian-mistral-1.1B-4096-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..4a3621e --- /dev/null +++ b/.gitattributes @@ -0,0 +1,42 @@ +*.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 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+malaysian-mistral-1.1b-4096.q3_k_m.gguf filter=lfs diff=lfs merge=lfs -text +malaysian-mistral-1.1b-4096.q4_k_m.gguf filter=lfs diff=lfs merge=lfs -text +malaysian-mistral-1.1b-4096.q5_k_m.gguf filter=lfs diff=lfs merge=lfs -text +malaysian-mistral-1.1b-4096.q6_k.gguf filter=lfs diff=lfs merge=lfs -text +malaysian-mistral-1.1b-4096.q8_0.gguf filter=lfs diff=lfs merge=lfs -text +malaysian-mistral-1.1b-4096.fp16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..8ab230d --- /dev/null +++ b/README.md @@ -0,0 +1,84 @@ +--- +base_model: mesolitica/malaysian-mistral-1.1B-4096 +inference: false +language: +- ms +model_creator: mesolitica +model_name: malaysian-mistral-1.1B-4096 +pipeline_tag: text-generation +quantized_by: afrideva +tags: +- gguf +- ggml +- quantized +- q2_k +- q3_k_m +- q4_k_m +- q5_k_m +- q6_k +- q8_0 +--- +# mesolitica/malaysian-mistral-1.1B-4096-GGUF + +Quantized GGUF model files for [malaysian-mistral-1.1B-4096](https://huggingface.co/mesolitica/malaysian-mistral-1.1B-4096) from [mesolitica](https://huggingface.co/mesolitica) + + +| Name | Quant method | Size | +| ---- | ---- | ---- | +| [malaysian-mistral-1.1b-4096.fp16.gguf](https://huggingface.co/afrideva/malaysian-mistral-1.1B-4096-GGUF/resolve/main/malaysian-mistral-1.1b-4096.fp16.gguf) | fp16 | 2.25 GB | +| [malaysian-mistral-1.1b-4096.q2_k.gguf](https://huggingface.co/afrideva/malaysian-mistral-1.1B-4096-GGUF/resolve/main/malaysian-mistral-1.1b-4096.q2_k.gguf) | q2_k | 491.42 MB | +| [malaysian-mistral-1.1b-4096.q3_k_m.gguf](https://huggingface.co/afrideva/malaysian-mistral-1.1B-4096-GGUF/resolve/main/malaysian-mistral-1.1b-4096.q3_k_m.gguf) | q3_k_m | 561.96 MB | +| [malaysian-mistral-1.1b-4096.q4_k_m.gguf](https://huggingface.co/afrideva/malaysian-mistral-1.1B-4096-GGUF/resolve/main/malaysian-mistral-1.1b-4096.q4_k_m.gguf) | q4_k_m | 682.68 MB | +| [malaysian-mistral-1.1b-4096.q5_k_m.gguf](https://huggingface.co/afrideva/malaysian-mistral-1.1B-4096-GGUF/resolve/main/malaysian-mistral-1.1b-4096.q5_k_m.gguf) | q5_k_m | 799.13 MB | +| [malaysian-mistral-1.1b-4096.q6_k.gguf](https://huggingface.co/afrideva/malaysian-mistral-1.1B-4096-GGUF/resolve/main/malaysian-mistral-1.1b-4096.q6_k.gguf) | q6_k | 922.87 MB | +| [malaysian-mistral-1.1b-4096.q8_0.gguf](https://huggingface.co/afrideva/malaysian-mistral-1.1B-4096-GGUF/resolve/main/malaysian-mistral-1.1b-4096.q8_0.gguf) | q8_0 | 1.19 GB | + + + +## Original Model Card: +# Pretrain 1.1B 4096 context length Mistral on Malaysian text + +README at https://github.com/mesolitica/malaya/tree/5.1/pretrained-model/mistral + +- Dataset gathered at https://github.com/malaysia-ai/dedup-text-dataset/tree/main/pretrain-llm +- We use Ray cluster to train on 5 nodes of 4x A100 80GB, https://github.com/malaysia-ai/jupyter-gpu/tree/main/ray + +WandB, https://wandb.ai/mesolitica/pretrain-mistral-1.1b?workspace=user-husein-mesolitica + +WandB report, https://wandb.ai/mesolitica/pretrain-mistral-3b/reports/Pretrain-Larger-Malaysian-Mistral--Vmlldzo2MDkyOTgz + +## 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-mistral-1.1B-4096', model_input_names = ['input_ids']) +model = AutoModelForCausalLM.from_pretrained( + 'mesolitica/malaysian-mistral-1.1B-4096', + use_flash_attention_2 = True, + quantization_config = nf4_config +) +prompt = 'nama saya' +inputs = tokenizer([prompt], return_tensors='pt', add_special_tokens=False).to('cuda') + +generate_kwargs = dict( + inputs, + max_new_tokens=512, + top_p=0.95, + top_k=50, + temperature=0.9, + do_sample=True, + num_beams=1, + repetition_penalty=1.05, +) +r = model.generate(**generate_kwargs) +``` \ No newline at end of file diff --git a/malaysian-mistral-1.1b-4096.fp16.gguf b/malaysian-mistral-1.1b-4096.fp16.gguf new file mode 100644 index 0000000..0628c51 --- /dev/null +++ b/malaysian-mistral-1.1b-4096.fp16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:541a28f2f6b5eb219f2123f21a906b1bbec1340f5f201d911e6e9c3a1c765ae1 +size 2247689376 diff --git a/malaysian-mistral-1.1b-4096.q2_k.gguf b/malaysian-mistral-1.1b-4096.q2_k.gguf new file mode 100644 index 0000000..6bde649 --- /dev/null +++ b/malaysian-mistral-1.1b-4096.q2_k.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:272ae1641934bd86c25e72f70aa4ec5642943d776c08174d0efd449d89cfa37d +size 491418816 diff --git a/malaysian-mistral-1.1b-4096.q3_k_m.gguf b/malaysian-mistral-1.1b-4096.q3_k_m.gguf new file mode 100644 index 0000000..cea83f3 --- 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