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gaoqiong
lm-evaluation-harness
Commits
7191904f
Commit
7191904f
authored
Jan 09, 2024
by
daniel-furman
Browse files
first stab at wrap_chat_template, arc conversation test
parent
59e3b17c
Changes
2
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2 changed files
with
24 additions
and
6 deletions
+24
-6
lm_eval/evaluator.py
lm_eval/evaluator.py
+0
-1
lm_eval/models/huggingface.py
lm_eval/models/huggingface.py
+24
-5
No files found.
lm_eval/evaluator.py
View file @
7191904f
...
...
@@ -326,7 +326,6 @@ def evaluate(
# put responses from model into a list of length K for each request.
for
x
,
req
in
zip
(
resps
,
cloned_reqs
):
print
(
x
)
req
.
resps
.
append
(
x
)
if
lm
.
world_size
>
1
:
...
...
lm_eval/models/huggingface.py
View file @
7191904f
...
...
@@ -667,13 +667,32 @@ class HFLM(LM):
"""
Utility for adding chat templates via the apply_chat_template() method
"""
import
re
new_reqs
=
[]
for
req
in
requests
:
context
,
continuation
=
req
.
args
[
0
].
strip
(),
req
.
args
[
1
].
strip
()
chat
=
[
#{"role": "system", "content": "You are a helpful, respectful and honest assistant."},
{
"role"
:
"user"
,
"content"
:
context
},
]
# Regex pattern splits on substrings "; " and ", "
elements
=
re
.
split
(
'Answer: |Question: '
,
context
.
replace
(
'
\n
'
,
' '
))
new_elements
=
[]
for
element
in
elements
[
1
:]:
new_elements
.
append
(
element
.
strip
())
new_elements
chat
=
[]
for
i
in
range
(
len
(
new_elements
)):
if
i
%
2
==
0
:
chat
.
append
({
"role"
:
"user"
,
"content"
:
f
"Question:
{
new_elements
[
i
]
}
Answer:"
})
else
:
chat
.
append
({
"role"
:
"assistant"
,
"content"
:
f
"
{
new_elements
[
i
]
}
"
})
#chat = [
# #{"role": "system", "content": "You are a helpful, respectful and honest assistant."},
# {"role": "user", "content": context},
#]
context
=
self
.
tokenizer
.
apply_chat_template
(
chat
,
tokenize
=
False
,
...
...
@@ -681,7 +700,7 @@ class HFLM(LM):
)
req
.
args
=
(
context
,
continuation
)
new_reqs
.
append
(
req
)
return
new_reqs
...
...
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