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Model: xiaoqingsun004/Olmo-Code-Bug-54k Source: Original Platform
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README.md
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README.md
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---
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library_name: transformers
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datasets:
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- Vezora/Code-Preference-Pairs
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base_model:
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- allenai/Olmo-3-7B-Instruct-SFT
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---
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# Model Card for Model ID
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allenai/Olmo-3-7B-Instruct-SFT further finetuned using DPO on Vezora/Code-Preference-Pairs. The *incorrect* code is the chosen response, and correct code is the rejected response.
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## Training Details
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For the exact 54k dataset used, see data_hf.csv in repo.
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Open-instruct (https://github.com/allenai/open-instruct), same training setup as in Olmo-3 (https://arxiv.org/abs/2512.13961).
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## Accompanying Blog Post
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https://www.lesswrong.com/posts/b8u6XrphyHAXA4hBi/where-do-llm-values-come-from
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chat_template.jinja
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chat_template.jinja
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{%- set has_system = messages|selectattr('role', 'equalto', 'system')|list|length > 0 -%}{%- if not has_system -%}{{- '<|im_start|>system
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You are a helpful function-calling AI assistant. ' -}}{%- if tools is none or (tools | length) == 0 -%}{{- 'You do not currently have access to any functions. <functions></functions><|im_end|>
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' -}}{%- else -%}{{- 'You are provided with function signatures within <functions></functions> XML tags. You may call one or more functions to assist with the user query. Output any function calls within <function_calls></function_calls> XML tags. Do not make assumptions about what values to plug into functions.' -}}{{- '<functions>' -}}{{- tools | tojson -}}{{- '</functions><|im_end|>
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' -}}{%- endif -%}{%- endif -%}{%- for message in messages -%}{%- if message['role'] == 'system' -%}{{- '<|im_start|>system
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' + message['content'] -}}{%- if tools is not none -%}{{- '<functions>' -}}{{- tools | tojson -}}{{- '</functions>' -}}{%- elif message.get('functions', none) is not none -%}{{- ' <functions>' + message['functions'] + '</functions>' -}}{%- endif -%}{{- '<|im_end|>
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' -}}{%- elif message['role'] == 'user' -%}{{- '<|im_start|>user
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' + message['content'] + '<|im_end|>
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' -}}{%- elif message['role'] == 'assistant' -%}{{- '<|im_start|>assistant
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' -}}{%- if message.get('content', none) is not none -%}{{- message['content'] -}}{%- endif -%}{%- if message.get('function_calls', none) is not none -%}{{- '<function_calls>' + message['function_calls'] + '</function_calls>' -}}{% elif message.get('tool_calls', none) is not none %}{{- '<function_calls>' -}}{%- for tool_call in message['tool_calls'] %}{%- if tool_call is mapping and tool_call.get('function', none) is not none %}{%- set args = tool_call['function']['arguments'] -%}{%- set ns = namespace(arguments_list=[]) -%}{%- for key, value in args.items() -%}{%- set ns.arguments_list = ns.arguments_list + [key ~ '=' ~ (value | tojson)] -%}{%- endfor -%}{%- set arguments = ns.arguments_list | join(', ') -%}{{- tool_call['function']['name'] + '(' + arguments + ')' -}}{%- if not loop.last -%}{{ '
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' }}{%- endif -%}{% else %}{{- tool_call -}}{%- endif %}{%- endfor %}{{- '</function_calls>' -}}{%- endif -%}{%- if not loop.last -%}{{- '<|im_end|>' + '
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' -}}{%- else -%}{{- eos_token -}}{%- endif -%}{%- elif message['role'] == 'environment' -%}{{- '<|im_start|>environment
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' + message['content'] + '<|im_end|>
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' -}}{%- elif message['role'] == 'tool' -%}{{- '<|im_start|>environment
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' + message['content'] + '<|im_end|>
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' -}}{%- endif -%}{%- if loop.last and add_generation_prompt -%}{{- '<|im_start|>assistant
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' -}}{%- endif -%}{%- endfor -%}
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config.json
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config.json
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{
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"architectures": [
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"Olmo3ForCausalLM"
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],
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"dtype": "bfloat16",
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"hidden_act": "silu",
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"hidden_size": 4096,
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"initializer_range": 0.02,
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"intermediate_size": 11008,
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"layer_types": [
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"sliding_attention",
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"sliding_attention",
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"sliding_attention",
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"full_attention",
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"sliding_attention",
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"sliding_attention",
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"sliding_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"full_attention",
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"sliding_attention",
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"full_attention"
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"max_position_embeddings": 65536,
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"model_type": "olmo3",
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"num_attention_heads": 32,
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"rms_norm_eps": 1e-06,
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"rope_parameters": {
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"attention_factor": 1.2079441541679836,
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"beta_fast": 32,
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"beta_slow": 1,
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"factor": 8.0,
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"original_max_position_embeddings": 8192,
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"rope_theta": 500000,
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"rope_type": "yarn"
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},
|
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"sliding_window": 4096,
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"tie_word_embeddings": false,
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"transformers_version": "5.3.0",
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}
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||||
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|
||||
}
|
||||
}
|
||||
30
special_tokens_map.json
Normal file
30
special_tokens_map.json
Normal file
@@ -0,0 +1,30 @@
|
||||
{
|
||||
"bos_token": {
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
}
|
||||
}
|
||||
500549
tokenizer.json
Normal file
500549
tokenizer.json
Normal file
File diff suppressed because it is too large
Load Diff
12
tokenizer_config.json
Normal file
12
tokenizer_config.json
Normal file
@@ -0,0 +1,12 @@
|
||||
{
|
||||
"add_prefix_space": false,
|
||||
"backend": "tokenizers",
|
||||
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|
||||
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|
||||
"eos_token": "<|endoftext|>",
|
||||
"is_local": false,
|
||||
"model_max_length": 65536,
|
||||
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|
||||
"tokenizer_class": "TokenizersBackend",
|
||||
"unk_token": "<|endoftext|>"
|
||||
}
|
||||
1
vocab.json
Normal file
1
vocab.json
Normal file
File diff suppressed because one or more lines are too long
Reference in New Issue
Block a user