初始化项目，由ModelHub XC社区提供模型

Model: QuantFactory/Eurus-7b-kto-GGUF
Source: Original Platform

.gitattributes

@@ -0,0 +1,49 @@
+*.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
+Eurus-7b-kto.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text
+Eurus-7b-kto.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text
+Eurus-7b-kto.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+Eurus-7b-kto.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+Eurus-7b-kto.Q5_0.gguf filter=lfs diff=lfs merge=lfs -text
+Eurus-7b-kto.Q5_1.gguf filter=lfs diff=lfs merge=lfs -text
+Eurus-7b-kto.Q4_1.gguf filter=lfs diff=lfs merge=lfs -text
+Eurus-7b-kto.Q4_0.gguf filter=lfs diff=lfs merge=lfs -text
+Eurus-7b-kto.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+Eurus-7b-kto.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+Eurus-7b-kto.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
+Eurus-7b-kto.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+Eurus-7b-kto.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+Eurus-7b-kto.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text

Eurus-7b-kto.Q2_K.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7d8ebba3f6253a6ed1627bc1b1009614161fd200fbbeaf519fe61c8a446e93f2
+size 2719242432

Eurus-7b-kto.Q3_K_L.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3c978464423cbc6cc2f315a25700fdc59a03f940161c290181127592d46e725d
+size 3822024896

Eurus-7b-kto.Q3_K_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c4050777a3f3e74e3cc570a336b784ebff7885aa5aebbd74f693cd66feeb52db
+size 3518986432

Eurus-7b-kto.Q3_K_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3a766e37afc611e793331416a66e29427da9959ef17a20a0cb312fb1ab89aca4
+size 3164567744

Eurus-7b-kto.Q4_0.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6e60f666119b0c8e3581d90f6c8f0f87ea351edc079f81519d5d5f133290128f
+size 4108916928

Eurus-7b-kto.Q4_1.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:93f5d20dfcebde6d3b3f0921b2e3ca5982067627223a748c50154b311f0b8a90
+size 4553316544

Eurus-7b-kto.Q4_K_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:212a5ef7001eb34deceea2bfc75caea81a7801fe7a0756fce6a98c6de305eb88
+size 4368439488

Eurus-7b-kto.Q4_K_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:58a3ef0e669601b8f55b67adadc7302fb997bc3f7fac4ec9630ab5bb3644aed2
+size 4140374208

Eurus-7b-kto.Q5_0.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4427d9259945f1119d96e30631540936f04db43f8c68f68d1bab4d4e7a0beb31
+size 4997716160

Eurus-7b-kto.Q5_1.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:30921c9974d301c32fd8d050f6f518339fc6d6446a663cc41c168fd18c5c02e1
+size 5442115776

Eurus-7b-kto.Q5_K_M.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c62496868d38439a21111f46254662a943e6f97abc9d4c25dd039833c9d210b3
+size 5131409600

Eurus-7b-kto.Q5_K_S.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e7b8e5b5b943598ec0e33fe7355f008996fc6744435184643667a989c310984c
+size 4997716160

Eurus-7b-kto.Q6_K.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:982bc146aee6001c1f4695c38fb6cbd1db474bc6bfc880480c4b4c89cc754f1a
+size 5942065344

Eurus-7b-kto.Q8_0.gguf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0fa330d85dc375c5d5b1dbc488d4b2679aad37766fc4ecf6cff7a45b9bdf8969
+size 7695857856

README.md

@@ -0,0 +1,57 @@
+---
+license: apache-2.0
+datasets:
+- openbmb/UltraFeedback
+- openbmb/UltraInteract_pair
+tags:
+- reasoning
+- preference_learning
+- kto
+pipeline_tag: text-generation
+base_model: openbmb/Eurus-7b-kto
+---
+
+# openbmb/Eurus-7b-kto-GGUF
+
+- This is quantized version of [openbmb/Eurus-7b-kto](https://huggingface.co/openbmb/Eurus-7b-kto)
+
+# Model Description
+
+Eurus-7B-KTO is [KTO](https://arxiv.org/abs/2402.01306) fine-tuned from [Eurus-7B-SFT](https://huggingface.co/openbmb/Eurus-7b-sft) on all multi-turn trajectory pairs in [UltraInteract](https://huggingface.co/openbmb/UltraInteract) and all pairs in [UltraFeedback](https://huggingface.co/openbmb/UltraFeedback).
+
+It achieves the best overall performance among open-source models of similar sizes and even outperforms specialized models in corresponding domains in many cases. Notably, Eurus-7B-KTO outperforms baselines that are 5× larger.
+
+## Usage
+
+We apply tailored prompts for coding and math, consistent with UltraInteract data formats:
+
+**Coding**
+
+```
+[INST] Write Python code to solve the task:
+{Instruction} [/INST]
+```
+**Math-CoT**
+
+```
+[INST] Solve the following math problem step-by-step.
+Simplify your answer as much as possible. Present your final answer as \\boxed{Your Answer}.
+{Instruction} [/INST]
+```
+
+**Math-PoT**
+
+```
+[INST] Tool available:
+[1] Python interpreter
+When you send a message containing Python code to python, it will be executed in a stateful Jupyter notebook environment.
+Solve the following math problem step-by-step.
+Simplify your answer as much as possible.
+{Instruction} [/INST]
+```
+
+## Evaluation
+ - Eurus, both the 7B and 70B variants, achieve the best overall performance among open-source models of similar sizes. Eurus even outperforms specialized models in corresponding domains in many cases. Notably, Eurus-7B outperforms baselines that are 5× larger, and Eurus-70B achieves better performance than GPT-3.5 Turbo.
+ - Preference learning with UltraInteract can further improve performance, especially in math and the multi-turn ability.
+<img src="figures_main_exp.png" alt="stats" style="zoom: 40%;" />  
+

configuration.json

@@ -0,0 +1 @@
+{"framework": "pytorch", "task": "text-generation", "allow_remote": true}