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
2026-09-06 11:36:15 +08:00
commit 10a9508adb
9 changed files with 147 additions and 0 deletions
--- a/.gitattributes
+++ 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 -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
+malaysian-mistral-1.1b-4096.q2_k.gguf filter=lfs diff=lfs merge=lfs -text
+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
--- a/README.md
+++ 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 = '<s>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)
+```
--- a/malaysian-mistral-1.1b-4096.fp16.gguf
+++ 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
--- a/malaysian-mistral-1.1b-4096.q2_k.gguf
+++ 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
--- a/malaysian-mistral-1.1b-4096.q3_k_m.gguf
+++ b/malaysian-mistral-1.1b-4096.q3_k_m.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d57baea455a6d2d8c49fdd186665364333bc1e286c588efb5ede34c4c725dd4d
+size 561956032
--- a/malaysian-mistral-1.1b-4096.q4_k_m.gguf
+++ b/malaysian-mistral-1.1b-4096.q4_k_m.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3538f8f57a6286a4abf13b1e5ea92b6e3e793665b2831df501654891ab4c24a2
+size 682677440
--- a/malaysian-mistral-1.1b-4096.q5_k_m.gguf
+++ b/malaysian-mistral-1.1b-4096.q5_k_m.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8b68c6e7c3f149c1c1678a4097c87b33640b981f22139cc8fe12834caf09b2f2
+size 799134912
--- a/malaysian-mistral-1.1b-4096.q6_k.gguf
+++ b/malaysian-mistral-1.1b-4096.q6_k.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d9c01344d32bccf31b7d6554874e8f1d468e071ede617027c4a12b267651f929
+size 922870976
--- a/malaysian-mistral-1.1b-4096.q8_0.gguf
+++ b/malaysian-mistral-1.1b-4096.q8_0.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:18db601b7b7fb6ae784c27e3eb6705366e5394d698f02d877396cd84ff984a93
+size 1194853568