初始化项目，由ModelHub XC社区提供模型

Model: qwp4w3hyb/Yi-1.5-6B-Chat-iMat-GGUF
Source: Original Platform

.gitattributes

@@ -0,0 +1,55 @@
+*.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
+imat-bf16-gmerged.dat filter=lfs diff=lfs merge=lfs -text
+yi-1.5-6b-chat-bf16.gguf filter=lfs diff=lfs merge=lfs -text
+yi-1.5-6b-chat-imat-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text
+yi-1.5-6b-chat-imat-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text
+yi-1.5-6b-chat-imat-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text
+yi-1.5-6b-chat-imat-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text
+yi-1.5-6b-chat-imat-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text
+yi-1.5-6b-chat-imat-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text
+yi-1.5-6b-chat-imat-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text
+yi-1.5-6b-chat-imat-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text
+yi-1.5-6b-chat-imat-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text
+yi-1.5-6b-chat-imat-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text
+yi-1.5-6b-chat-imat-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text
+yi-1.5-6b-chat-imat-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text
+yi-1.5-6b-chat-imat-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+yi-1.5-6b-chat-imat-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+yi-1.5-6b-chat-imat-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+yi-1.5-6b-chat-imat-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+yi-1.5-6b-chat-imat-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text
+yi-1.5-6b-chat-imat-Q8_0.gguf filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,116 @@
+---
+license: apache-2.0
+pipeline_tag: text-generation
+base_model: 01-ai/Yi-1.5-6B-Chat
+tags:
+- yi
+- 01-ai
+- instruct
+- finetune
+- chatml
+- gguf
+- imatrix
+- importance matrix
+model-index:
+- name: 01-ai/Yi-1.5-6B-Chat-iMat-GGUF
+  results: []
+---
+
+# Quant Infos
+
+- quants done with an importance matrix for improved quantization loss
+- gguf & imatrix generated from bf16 for "optimal" accuracy loss (some say this is snake oil, but it can't hurt)
+- Wide coverage of different gguf quant types from Q\_8\_0 down to IQ1\_S
+- Quantized with [llama.cpp](https://github.com/ggerganov/llama.cpp) commit [dc685be46622a8fabfd57cfa804237c8f15679b8](https://github.com/ggerganov/llama.cpp/commit/dc685be46622a8fabfd57cfa804237c8f15679b8) (master as of 2024-05-12)
+- Imatrix generated with [this](https://github.com/ggerganov/llama.cpp/discussions/5263#discussioncomment-8395384) multi-purpose dataset.
+  ```
+  ./imatrix -c 512 -m $model_name-f16.gguf -f $llama_cpp_path/groups_merged.txt -o $out_path/imat-f16-gmerged.dat
+  ```
+
+# Original Model Card:
+
+<div align="center">
+
+<picture> 
+  <img src="https://raw.githubusercontent.com/01-ai/Yi/main/assets/img/Yi_logo_icon_light.svg" width="150px">
+</picture>
+
+</div>
+
+<p align="center">
+  <a href="https://github.com/01-ai">🐙 GitHub</a> •
+  <a href="https://discord.gg/hYUwWddeAu">👾 Discord</a> •
+  <a href="https://twitter.com/01ai_yi">🐤 Twitter</a> •
+  <a href="https://github.com/01-ai/Yi-1.5/issues/2">💬 WeChat</a> 
+  <br/>
+  <a href="https://arxiv.org/abs/2403.04652">📝 Paper</a> •
+  <a href="https://github.com/01-ai/Yi/tree/main?tab=readme-ov-file#faq">🙌 FAQ</a> •
+  <a href="https://github.com/01-ai/Yi/tree/main?tab=readme-ov-file#learning-hub">📗 Learning Hub</a>
+</p>
+
+# Intro
+
+Yi-1.5 is an upgraded version of Yi. It is continuously pre-trained on Yi with a high-quality corpus of 500B tokens and fine-tuned on 3M diverse fine-tuning samples. 
+
+Compared with Yi, Yi-1.5 delivers stronger performance in coding, math, reasoning, and instruction-following capability, while still maintaining excellent capabilities in language understanding, commonsense reasoning, and reading comprehension.
+
+<div align="center">
+  
+Model | Context Length | Pre-trained Tokens
+| :------------: | :------------: | :------------: |
+| Yi-1.5 | 4K | 3.6T
+
+</div>
+
+# Models
+
+- Chat models
+
+  <div align="center">
+  
+  | Name            | Download                                                                                                                                                            |
+  | --------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
+  | Yi-1.5-34B-Chat | • [🤗 Hugging Face](https://huggingface.co/collections/01-ai/yi-15-2024-05-663f3ecab5f815a3eaca7ca8) • [🤖 ModelScope](https://www.modelscope.cn/organization/01ai) |
+  | Yi-1.5-9B-Chat  | • [🤗 Hugging Face](https://huggingface.co/collections/01-ai/yi-15-2024-05-663f3ecab5f815a3eaca7ca8) • [🤖 ModelScope](https://www.modelscope.cn/organization/01ai) |
+  | Yi-1.5-6B-Chat  | • [🤗 Hugging Face](https://huggingface.co/collections/01-ai/yi-15-2024-05-663f3ecab5f815a3eaca7ca8) • [🤖 ModelScope](https://www.modelscope.cn/organization/01ai) |
+  
+  </div>
+
+- Base models
+
+  <div align="center">
+  
+  | Name       | Download                                                                                                                                                            |
+  | ---------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
+  | Yi-1.5-34B | • [🤗 Hugging Face](https://huggingface.co/collections/01-ai/yi-15-2024-05-663f3ecab5f815a3eaca7ca8) • [🤖 ModelScope](https://www.modelscope.cn/organization/01ai) |
+  | Yi-1.5-9B  | • [🤗 Hugging Face](https://huggingface.co/collections/01-ai/yi-15-2024-05-663f3ecab5f815a3eaca7ca8) • [🤖 ModelScope](https://www.modelscope.cn/organization/01ai) |
+  | Yi-1.5-6B  | • [🤗 Hugging Face](https://huggingface.co/collections/01-ai/yi-15-2024-05-663f3ecab5f815a3eaca7ca8) • [🤖 ModelScope](https://www.modelscope.cn/organization/01ai) |
+  
+  </div>
+
+# Benchmarks
+
+- Chat models
+
+  Yi-1.5-34B-Chat is on par with or excels beyond larger models in most benchmarks.
+
+  ![image/png](https://cdn-uploads.huggingface.co/production/uploads/656d9adce8bf55919aca7c3f/KcsJ9Oc1VnEmfCDEJc5cd.png)
+
+  Yi-1.5-9B-Chat is the top performer among similarly sized open-source models.
+
+  ![image/png](https://cdn-uploads.huggingface.co/production/uploads/656d9adce8bf55919aca7c3f/xf6pLg5jqRCwjlh6m3t6_.png)
+
+- Base models
+
+  Yi-1.5-34B is on par with or excels beyond larger models in some benchmarks.
+
+  ![image/png](https://cdn-uploads.huggingface.co/production/uploads/656d9adce8bf55919aca7c3f/BwU7QM-03dZvZzwdIE1xY.png)
+
+  Yi-1.5-9B is the top performer among similarly sized open-source models.
+
+  ![image/png](https://cdn-uploads.huggingface.co/production/uploads/656d9adce8bf55919aca7c3f/y-EYSYPT-3aWLJ0x8R94F.png)
+
+# Quick Start
+
+For getting up and running with Yi-1.5 models quickly, see [README](https://github.com/01-ai/Yi-1.5).
+

config.json

@@ -0,0 +1,28 @@
+{
+  "architectures": [
+    "LlamaForCausalLM"
+  ],
+  "attention_bias": false,
+  "attention_dropout": 0.0,
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "hidden_act": "silu",
+  "hidden_size": 4096,
+  "initializer_range": 0.02,
+  "intermediate_size": 11008,
+  "max_position_embeddings": 4096,
+  "model_type": "llama",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 32,
+  "num_key_value_heads": 4,
+  "pad_token_id": 0,
+  "pretraining_tp": 1,
+  "rms_norm_eps": 1e-06,
+  "rope_scaling": null,
+  "rope_theta": 5000000.0,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.40.0",
+  "use_cache": false,
+  "vocab_size": 64000
+}

imat-bf16-gmerged.dat

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a3ad9c8d573ea4bddc0212e45e64f9738f996f4b089fdd0bfe2f7153e655c481
+size 4562201

special_tokens_map.json

@@ -0,0 +1,30 @@
+{
+  "bos_token": {
+    "content": "<|startoftext|>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "eos_token": {
+    "content": "<|im_end|>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "pad_token": {
+    "content": "<unk>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "unk_token": {
+    "content": "<unk>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  }
+}

tokenizer_config.json

@@ -0,0 +1,53 @@
+{
+  "add_bos_token": false,
+  "add_eos_token": false,
+  "add_prefix_space": true,
+  "added_tokens_decoder": {
+    "0": {
+      "content": "<unk>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "1": {
+      "content": "<|startoftext|>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "2": {
+      "content": "<|endoftext|>",
+      "lstrip": false,
+      "normalized": true,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "7": {
+      "content": "<|im_end|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    }
+  },
+  "bos_token": "<|startoftext|>",
+  "chat_template": "{% if messages[0]['role'] == 'system' %}{% set system_message = messages[0]['content'] %}{% endif %}{% if system_message is defined %}{{ system_message }}{% endif %}{% for message in messages %}{% set content = message['content'] %}{% if message['role'] == 'user' %}{{ '<|im_start|>user\\n' + content + '<|im_end|>\\n<|im_start|>assistant\\n' }}{% elif message['role'] == 'assistant' %}{{ content + '<|im_end|>' + '\\n' }}{% endif %}{% endfor %}",
+  "clean_up_tokenization_spaces": false,
+  "eos_token": "<|im_end|>",
+  "legacy": true,
+  "model_max_length": 4096,
+  "pad_token": "<unk>",
+  "padding_side": "right",
+  "sp_model_kwargs": {},
+  "spaces_between_special_tokens": false,
+  "split_special_tokens": false,
+  "tokenizer_class": "LlamaTokenizer",
+  "unk_token": "<unk>",
+  "use_default_system_prompt": false
+}

yi-1.5-6b-chat-bf16.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a79bd54ce0ab813fb54da80aa1ed5e1bf72405b3268c44553b099bba28b93dc4
+size 12124098400

yi-1.5-6b-chat-imat-IQ1_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ece6443521972c39948ed1e2c4bbf9590387fc19d3337b84dd488431fe0aa555
+size 1432293504

yi-1.5-6b-chat-imat-IQ2_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ab487dbbb99499027ce08ce124ddc722f95a2660fa975bd6da49a181f7853f8b
+size 2163527808

yi-1.5-6b-chat-imat-IQ2_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4c81cba1f56896b77fe8980208b76d30c39891ddc5a3f41eee4ebaddb79a791a
+size 2015023232

yi-1.5-6b-chat-imat-IQ2_XS.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7ed5956bcfd4987230d745ff14c7af7e5f29a41e5a96be621b390ddb86ce2d34
+size 1894584448

yi-1.5-6b-chat-imat-IQ2_XXS.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4a0ae9ca0459383568db95d8abf97ef684409c4bba499d165af58191fe28d958
+size 1729302656

yi-1.5-6b-chat-imat-IQ3_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2920a4e063d81b21186687a4145044e1e07222b00ba85ac2a87367257d1e9cec
+size 2813366400

yi-1.5-6b-chat-imat-IQ3_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:eeedb16adf9ff1d83fa74edf16770be98a395115f9c3a69d423b50638ec650a3
+size 2718109824

yi-1.5-6b-chat-imat-IQ3_XS.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:17998e899011a82472ae9b31e292d516f5edc7f8eed2d0515e71f75b8449e06f
+size 2588348544

yi-1.5-6b-chat-imat-IQ3_XXS.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0dc900a4495712106cfb56caa94a504da0e2150cfba522c63f5d47384dbdbff4
+size 2414334080

yi-1.5-6b-chat-imat-IQ4_NL.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4c7d6f46b1b3dc9c010c04474fced5d43e4861e7998d0b27946d4c7baf3fa98b
+size 3487715456

yi-1.5-6b-chat-imat-IQ4_XS.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cc7add1995789254805b8c3519bb46dc37f390787dd6ecdd99f4d73b9c575460
+size 3308605568

yi-1.5-6b-chat-imat-Q4_0.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7ebb26c49da7b96c2b2eee1f382b14877d7885b107e8bd31904f6b476eb14ce3
+size 3490599040

yi-1.5-6b-chat-imat-Q4_K_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f0e4f53cd01cd35db4462e9acc49a35983e5d4467ca0caad39bfb21e2221e9de
+size 3673968768

yi-1.5-6b-chat-imat-Q4_K_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7c7b6dd3005ae588b3b1a5825c8930d24e572f8eda048f63aef91d97ac842c6f
+size 3502919808

yi-1.5-6b-chat-imat-Q5_K_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e0591ea7fbbfab5342c7bce4f7e139482aa395d21fd5071564e2a650cb80add3
+size 4304425088

yi-1.5-6b-chat-imat-Q5_K_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6f99b9c308423479f62abdb426b7c594312537784b917bb0a45ab9ac92261368
+size 4204155008

yi-1.5-6b-chat-imat-Q6_K.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9eb711ce9a456bfb3efa4adc04262f83edb5e769ca2fde943c74f96f8f51671d
+size 4974284928

yi-1.5-6b-chat-imat-Q8_0.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bd51ddda04f56b83e4807c88746552f3d1aad9770b2339483be42906a51b9eae
+size 6442127488